DataFrame
NO COMPARISON TARGET
2013
ROWS
0
DUPLICATES
1.2 MB
RAM
65
FEATURES
3
CATEGORICAL
61
NUMERICAL
1
TEXT
2.1.3
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
bidder_id
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
2,013
(100%)
1
<1%
-
-
4a791121f1d9c9c192d13051301984388c491
1
<1%
-
-
a0572a439a8d59e1861087eeee55bf1c621a9
1
<1%
-
-
3dafdfbd9f62b237987be24b4aee3cece4398
1
<1%
-
-
1b530f0b49da43ce5935e971c2c95dd5673fd
1
<1%
-
-
502b249b1c48a9ef3b0beedcd988b386d35c4
1
<1%
-
-
ed769e05ffe5ac385d904d43fcf24902107f5
1
<1%
-
-
05571c5fe5fce5ab55f62821d2738aa08d687
2,006
>99%
-
-
(Other)
2
outcome
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
3
number_of_bids
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
615
(31%)
ZEROES:
29
(1%)
MAX
515k
95%
4k
Q3
0k
AVG
2k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
515k
IQR
197
STD
14,596
VAR
213.1M
KURT.
817
SKEW
25.9
SUM
3.1M
4
number_of_auctions
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
318
(16%)
ZEROES:
29
(1%)
MAX
1,623
95%
307
Q3
45
AVG
62
MEDIAN
10
Q1
2
5%
1
MIN
0
RANGE
1,623
IQR
43.0
STD
146
VAR
21,442
KURT.
32.2
SKEW
4.91
SUM
124k
5
number_of_merchandise
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
6
number_of_devices
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
368
(18%)
ZEROES:
29
(1%)
MAX
2,618
95%
406
Q3
57
AVG
77
MEDIAN
8
Q1
2
5%
1
MIN
0
RANGE
2,618
IQR
55.0
STD
187
VAR
34,823
KURT.
38.1
SKEW
5.07
SUM
156k
7
time_nunique
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
625
(31%)
ZEROES:
29
(1%)
MAX
283k
95%
4k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
283k
IQR
197
STD
9,553
VAR
91.3M
KURT.
476
SKEW
19.4
SUM
2.6M
8
country_nunique
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
119
(6%)
ZEROES:
29
(1%)
MAX
178
95%
64
Q3
12
AVG
13
MEDIAN
3
Q1
1
5%
1
MIN
0
RANGE
178
IQR
11.0
STD
23.3
VAR
544
KURT.
9.61
SKEW
2.92
SUM
26,396
9
ip_nunique
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
532
(26%)
ZEROES:
29
(1%)
MAX
112k
95%
2k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
112k
IQR
110
STD
4,756
VAR
22.6M
KURT.
391
SKEW
18.3
SUM
1.3M
10
url_nunique
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
382
(19%)
ZEROES:
29
(1%)
MAX
81,376
95%
1,063
Q3
38
AVG
341
MEDIAN
5
Q1
1
5%
1
MIN
0
RANGE
81,376
IQR
37.0
STD
2,658
VAR
7.1M
KURT.
512
SKEW
20.0
SUM
687k
11
mean_devices_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
810
(40%)
ZEROES:
29
(1%)
MAX
82.0
95%
7.8
Q3
2.5
AVG
2.6
MEDIAN
1.3
Q1
1.0
5%
1.0
MIN
0.0
RANGE
82.0
IQR
1.51
STD
4.28
VAR
18.3
KURT.
105
SKEW
8.37
SUM
5,229
12
max_devices_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
211
(10%)
ZEROES:
29
(1%)
MAX
990
95%
136
Q3
13
AVG
27
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
990
IQR
12.0
STD
74.0
VAR
5,481
KURT.
52.1
SKEW
6.17
SUM
53,775
13
mean_ip_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
858
(43%)
ZEROES:
29
(1%)
MAX
980
95%
16
Q3
3
AVG
5
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
980
IQR
2.28
STD
24.2
VAR
585
KURT.
1,317
SKEW
33.4
SUM
9,561
14
max_ip_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
311
(15%)
ZEROES:
29
(1%)
MAX
48,923
95%
446
Q3
20
AVG
140
MEDIAN
3
Q1
1
5%
1
MIN
0
RANGE
48,923
IQR
19.0
STD
1,287
VAR
1.7M
KURT.
1,045
SKEW
29.2
SUM
282k
15
mean_url_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
776
(39%)
ZEROES:
29
(1%)
MAX
129
95%
9
Q3
2
AVG
3
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
129
IQR
1.11
STD
6.69
VAR
44.8
KURT.
160
SKEW
10.8
SUM
5,666
16
max_url_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
232
(12%)
ZEROES:
29
(1%)
MAX
5,026
95%
233
Q3
9
AVG
57
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
5,026
IQR
8.00
STD
286
VAR
82,038
KURT.
133
SKEW
10.2
SUM
116k
17
mean_time_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
920
(46%)
ZEROES:
29
(1%)
MAX
954
95%
26
Q3
4
AVG
7
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
954
IQR
3.22
STD
29.5
VAR
869
KURT.
559
SKEW
19.8
SUM
14,354
18
max_time_per_auction
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
364
(18%)
ZEROES:
29
(1%)
MAX
58,152
95%
711
Q3
31
AVG
231
MEDIAN
4
Q1
1
5%
1
MIN
0
RANGE
58,152
IQR
30.0
STD
1,787
VAR
3.2M
KURT.
593
SKEW
21.2
SUM
465k
19
mean_bids_per_auct
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
917
(46%)
ZEROES:
29
(1%)
MAX
1,024
95%
26
Q3
4
AVG
7
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
1,024
IQR
3.22
STD
30.8
VAR
948
KURT.
617
SKEW
20.9
SUM
14,501
20
std_bids_per_auct
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,100
(55%)
ZEROES:
679
(34%)
MAX
2,257
95%
76
Q3
7
AVG
20
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
2,257
IQR
6.70
STD
101
VAR
10,268
KURT.
219
SKEW
13.1
SUM
40,295
21
max_bids_per_auct
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
357
(18%)
ZEROES:
29
(1%)
MAX
62,485
95%
712
Q3
31
AVG
238
MEDIAN
4
Q1
1
5%
1
MIN
0
RANGE
62,485
IQR
30.0
STD
1,896
VAR
3.6M
KURT.
620
SKEW
21.8
SUM
479k
22
max_number_bids_per_device
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
342
(17%)
ZEROES:
29
(1%)
MAX
67,769
95%
616
Q3
31
AVG
218
MEDIAN
4
Q1
1
5%
1
MIN
0
RANGE
67,769
IQR
30.0
STD
1,907
VAR
3.6M
KURT.
816
SKEW
25.4
SUM
439k
23
max_number_auction_per_device
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
140
(7%)
ZEROES:
29
(1%)
MAX
534
95%
67
Q3
12
AVG
15
MEDIAN
3
Q1
1
5%
1
MIN
0
RANGE
534
IQR
11.0
STD
40.1
VAR
1,610
KURT.
60.4
SKEW
6.70
SUM
31,039
24
max_number_bids_per_device_per_auct
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
574
(29%)
ZEROES:
29
(1%)
MAX
224
95%
14
Q3
3
AVG
4
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
224
IQR
1.69
STD
13.7
VAR
189
KURT.
123
SKEW
9.94
SUM
8,721
25
max_number_bids_per_ip
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
217
(11%)
ZEROES:
29
(1%)
MAX
27,206
95%
167
Q3
10
AVG
71
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
27,206
IQR
9.00
STD
716
VAR
513k
KURT.
1,054
SKEW
29.6
SUM
142k
26
max_number_auction_per_ip
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
60
(3%)
ZEROES:
29
(1%)
MAX
145
95%
20
Q3
5
AVG
5
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
145
IQR
4.00
STD
10.4
VAR
109
KURT.
60.0
SKEW
6.51
SUM
10,600
27
max_number_bids_per_ip_per_auct
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
357
(18%)
ZEROES:
29
(1%)
MAX
344
95%
11
Q3
2
AVG
4
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
344
IQR
1.00
STD
15.4
VAR
238
KURT.
198
SKEW
12.3
SUM
8,035
28
max_number_bids_per_url
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
451
(22%)
ZEROES:
29
(1%)
MAX
261k
95%
1k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
261k
IQR
62.0
STD
8,580
VAR
73.6M
KURT.
582
SKEW
22.6
SUM
1.6M
29
max_number_auction_per_url
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
222
(11%)
ZEROES:
29
(1%)
MAX
1,092
95%
152
Q3
21
AVG
33
MEDIAN
5
Q1
1
5%
1
MIN
0
RANGE
1,092
IQR
20.0
STD
89.2
VAR
7,964
KURT.
48.5
SKEW
6.12
SUM
66,413
30
max_number_bids_per_url_per_auct
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
708
(35%)
ZEROES:
29
(1%)
MAX
1,010
95%
17
Q3
3
AVG
6
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
1,010
IQR
2.00
STD
28.7
VAR
823
KURT.
778
SKEW
24.2
SUM
11,231
31
max_number_bids_per_country
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
521
(26%)
ZEROES:
29
(1%)
MAX
171k
95%
2k
Q3
0k
AVG
1k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
171k
IQR
116
STD
4,503
VAR
20.3M
KURT.
1,041
SKEW
28.8
SUM
1.2M
32
max_number_auction_per_country
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
155
(8%)
ZEROES:
29
(1%)
MAX
404
95%
99
Q3
24
AVG
22
MEDIAN
6
Q1
1
5%
1
MIN
0
RANGE
404
IQR
23.0
STD
37.8
VAR
1,431
KURT.
19.2
SKEW
3.54
SUM
43,725
33
max_number_bids_per_country_per_auct
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
809
(40%)
ZEROES:
29
(1%)
MAX
1,021
95%
41
Q3
5
AVG
10
MEDIAN
2
Q1
1
5%
1
MIN
0
RANGE
1,021
IQR
4.00
STD
40.0
VAR
1,599
KURT.
302
SKEW
14.8
SUM
19,880
34
mean_time_diff
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,682
(84%)
ZEROES:
331
(16%)
MAX
76.1T
95%
13.2T
Q3
1.9T
AVG
2.7T
MEDIAN
0.3T
Q1
0.0T
5%
0.0T
MIN
0.0T
RANGE
76.1T
IQR
1.9T
STD
7.6T
VAR
57151484971399.4T
KURT.
44.6
SKEW
6.02
SUM
5383.1T
35
std_time_diff
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,537
(76%)
ZEROES:
477
(24%)
MAX
48.8T
95%
22.1T
Q3
3.1T
AVG
3.8T
MEDIAN
0.6T
Q1
0.0T
5%
0.0T
MIN
0.0T
RANGE
48.8T
IQR
3.1T
STD
7.6T
VAR
57570302890243.0T
KURT.
8.02
SKEW
2.80
SUM
7704.5T
36
min_time_diff
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
656
(33%)
ZEROES:
746
(37%)
MAX
76.1T
95%
3.2T
Q3
0.0T
AVG
0.9T
MEDIAN
0.0T
Q1
0.0T
5%
0.0T
MIN
0.0T
RANGE
76.1T
IQR
6.7B
STD
6.2T
VAR
38717675999258.0T
KURT.
106
SKEW
10.1
SUM
1869.5T
37
median_time_diff
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,491
(74%)
ZEROES:
332
(16%)
MAX
76.1T
95%
5.0T
Q3
0.7T
AVG
1.6T
MEDIAN
0.1T
Q1
0.0T
5%
0.0T
MIN
0.0T
RANGE
76.1T
IQR
657.0B
STD
6.8T
VAR
46600131672529.6T
KURT.
72.5
SKEW
8.16
SUM
3135.7T
38
max_time_diff
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,663
(83%)
ZEROES:
331
(16%)
MAX
76.1T
95%
58.7T
Q3
50.2T
AVG
20.4T
MEDIAN
3.6T
Q1
0.3T
5%
0.0T
MIN
0.0T
RANGE
76.1T
IQR
49.9T
STD
25.0T
VAR
623398869067318.4T
KURT.
-1.52
SKEW
0.620
SUM
41121.6T
39
iqr_time_diff
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,476
(73%)
ZEROES:
477
(24%)
MAX
34.5T
95%
4.3T
Q3
0.9T
AVG
1.4T
MEDIAN
0.1T
Q1
0.0T
5%
0.0T
MIN
0.0T
RANGE
34.5T
IQR
896.8B
STD
4.7T
VAR
21664441530539.9T
KURT.
27.7
SKEW
5.21
SUM
2838.8T
40
count_instantaneous_bids
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
136
(7%)
ZEROES:
1,598
(79%)
MAX
232k
95%
0k
Q3
0k
AVG
0k
MEDIAN
0k
Q1
0k
5%
0k
MIN
0k
RANGE
232k
IQR
0.00
STD
5,583
VAR
31.2M
KURT.
1,483
SKEW
36.9
SUM
481k
41
mean_number_auctions_1h
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
860
(43%)
ZEROES:
29
(1%)
MAX
38,513
95%
428
Q3
20
AVG
144
MEDIAN
3
Q1
1
5%
0
MIN
0
RANGE
38,513
IQR
18.8
STD
1,196
VAR
1.4M
KURT.
613
SKEW
22.2
SUM
289k
42
median_number_auctions_1h
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
260
(13%)
ZEROES:
750
(37%)
MAX
42,235
95%
268
Q3
4
AVG
105
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
42,235
IQR
4.00
STD
1,141
VAR
1.3M
KURT.
964
SKEW
28.2
SUM
212k
43
max_number_auctions_1h
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
432
(21%)
ZEROES:
29
(1%)
MAX
99,895
95%
975
Q3
58
AVG
352
MEDIAN
6
Q1
2
5%
1
MIN
0
RANGE
99,895
IQR
56.0
STD
3,079
VAR
9.5M
KURT.
657
SKEW
23.4
SUM
709k
44
mean_number_bids_30min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
951
(47%)
ZEROES:
29
(1%)
MAX
21,396
95%
237
Q3
11
AVG
80
MEDIAN
2
Q1
1
5%
0
MIN
0
RANGE
21,396
IQR
10.0
STD
657
VAR
432k
KURT.
625
SKEW
22.3
SUM
161k
45
median_number_bids_30min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
206
(10%)
ZEROES:
814
(40%)
MAX
19,622
95%
133
Q3
2
AVG
52
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
19,622
IQR
2.00
STD
546
VAR
298k
KURT.
873
SKEW
26.7
SUM
105k
46
max_number_bids_30min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
370
(18%)
ZEROES:
29
(1%)
MAX
66,481
95%
632
Q3
40
AVG
232
MEDIAN
5
Q1
1
5%
1
MIN
0
RANGE
66,481
IQR
39.0
STD
2,003
VAR
4.0M
KURT.
686
SKEW
23.7
SUM
467k
47
mean_number_bids_20min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,041
(52%)
ZEROES:
29
(1%)
MAX
14,813
95%
167
Q3
8
AVG
55
MEDIAN
1
Q1
1
5%
0
MIN
0
RANGE
14,813
IQR
6.95
STD
450
VAR
203k
KURT.
644
SKEW
22.7
SUM
110k
48
median_number_bids_20min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
186
(9%)
ZEROES:
927
(46%)
MAX
13,390
95%
89
Q3
2
AVG
35
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
13,390
IQR
2.00
STD
363
VAR
132k
KURT.
951
SKEW
28.0
SUM
69,894
49
max_number_bids_20min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
350
(17%)
ZEROES:
29
(1%)
MAX
50,039
95%
563
Q3
33
AVG
184
MEDIAN
4
Q1
1
5%
1
MIN
0
RANGE
50,039
IQR
32.0
STD
1,577
VAR
2.5M
KURT.
633
SKEW
23.1
SUM
370k
50
mean_number_bids_10min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,146
(57%)
ZEROES:
29
(1%)
MAX
8,024
95%
91
Q3
4
AVG
30
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
8,024
IQR
3.78
STD
243
VAR
58,847
KURT.
649
SKEW
22.6
SUM
60,037
51
median_number_bids_10min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
155
(8%)
ZEROES:
1,129
(56%)
MAX
6,695
95%
44
Q3
1
AVG
19
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
6,695
IQR
1.00
STD
189
VAR
35,605
KURT.
825
SKEW
25.8
SUM
37,402
52
max_number_bids_10min
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
289
(14%)
ZEROES:
29
(1%)
MAX
25,572
95%
378
Q3
23
AVG
114
MEDIAN
4
Q1
1
5%
1
MIN
0
RANGE
25,572
IQR
22.0
STD
901
VAR
811k
KURT.
559
SKEW
21.8
SUM
229k
53
max_number_bids_simultaneous
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
48
(2%)
ZEROES:
29
(1%)
MAX
331
95%
11
Q3
3
AVG
4
MEDIAN
1
Q1
1
5%
1
MIN
0
RANGE
331
IQR
2.00
STD
10.9
VAR
119
KURT.
446
SKEW
17.5
SUM
7,316
54
mean_time_hour_per_bidder
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,197
(59%)
ZEROES:
70
(3%)
MAX
23.0
95%
15.0
Q3
10.8
MEDIAN
9.0
AVG
8.8
Q1
6.8
5%
1.0
MIN
0.0
RANGE
23.0
IQR
4.01
STD
4.42
VAR
19.5
KURT.
1.95
SKEW
0.586
SUM
17,646
55
mean_time_min_per_bidder
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,368
(68%)
ZEROES:
35
(2%)
MAX
59.0
95%
48.0
Q3
32.4
MEDIAN
29.3
AVG
28.9
Q1
25.4
5%
9.4
MIN
0.0
RANGE
59.0
IQR
7.03
STD
10.2
VAR
104
KURT.
1.66
SKEW
-0.102
SUM
58,184
56
mean_time_second_per_bidder
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1,361
(68%)
ZEROES:
33
(2%)
MAX
59.0
95%
47.0
Q3
31.7
MEDIAN
29.5
AVG
29.2
Q1
27.1
5%
11.0
MIN
0.0
RANGE
59.0
IQR
4.58
STD
9.43
VAR
88.8
KURT.
2.73
SKEW
-0.285
SUM
58,682
57
22nd_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
490
(24%)
ZEROES:
1,081
(54%)
MAX
1.00
95%
1.00
Q3
0.53
AVG
0.28
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.526
STD
0.357
VAR
0.127
KURT.
-0.703
SKEW
0.852
SUM
570
58
23rd_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
836
(42%)
ZEROES:
417
(21%)
MAX
1.00
95%
1.00
Q3
0.58
AVG
0.40
MEDIAN
0.36
Q1
0.14
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.432
STD
0.321
VAR
0.103
KURT.
-0.739
SKEW
0.477
SUM
815
59
24th_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
403
(20%)
ZEROES:
1,205
(60%)
MAX
1.00
95%
1.00
Q3
0.69
AVG
0.30
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.691
STD
0.383
VAR
0.147
KURT.
-1.28
SKEW
0.671
SUM
599
60
late_night_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
403
(20%)
ZEROES:
1,205
(60%)
MAX
1.00
95%
1.00
Q3
0.69
AVG
0.30
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.691
STD
0.383
VAR
0.147
KURT.
-1.28
SKEW
0.671
SUM
599
61
early_morning_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
496
(25%)
ZEROES:
1,112
(55%)
MAX
1.00
95%
1.00
Q3
0.50
AVG
0.27
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.504
STD
0.347
VAR
0.121
KURT.
-0.553
SKEW
0.915
SUM
541
62
morning_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
482
(24%)
ZEROES:
1,225
(61%)
MAX
1.00
95%
0.50
Q3
0.20
AVG
0.12
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.200
STD
0.215
VAR
0.046
KURT.
6.25
SKEW
2.41
SUM
246
63
afternoon_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
501
(25%)
ZEROES:
1,175
(58%)
MAX
1.00
95%
0.75
Q3
0.28
AVG
0.16
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.282
STD
0.254
VAR
0.065
KURT.
2.90
SKEW
1.82
SUM
327
64
evening_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
65
night_proportion
VALUES:
2,013
(100%)
MISSING:
---
DISTINCT:
403
(20%)
ZEROES:
1,320
(66%)
MAX
1.00
95%
0.63
Q3
0.26
AVG
0.13
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.262
STD
0.234
VAR
0.055
KURT.
4.25
SKEW
2.07
SUM
271
Associations
[Only including dataset "DataFrame"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
bidder_id
MISSING:
---
1
<1%
-
-
4a791121f1d9c9c192d13051301984388c491
1
<1%
-
-
a0572a439a8d59e1861087eeee55bf1c621a9
1
<1%
-
-
3dafdfbd9f62b237987be24b4aee3cece4398
1
<1%
-
-
1b530f0b49da43ce5935e971c2c95dd5673fd
1
<1%
-
-
502b249b1c48a9ef3b0beedcd988b386d35c4
1
<1%
-
-
ed769e05ffe5ac385d904d43fcf24902107f5
1
<1%
-
-
05571c5fe5fce5ab55f62821d2738aa08d687
1
<1%
-
-
1ed4d42f436652cf459eff2ca702bfe2df036
1
<1%
-
-
e9977fc3b09e820dfe44bbf9679cb177fdfb5
1
<1%
-
-
c55fb00a3b07bbbc794e0b66f290b3d5484ec
1
<1%
-
-
3333ffcf88f907d462732611f32740e5a9bad
1
<1%
-
-
2dc93c35dbbe9ecb55d7ff29a399d061c41b0
1
<1%
-
-
bdf54e79a47bd2c49682ea4150c3d1a3d3d47
1
<1%
-
-
50408e3f6718a5355cdfd9c7ca7180357ff01
1
<1%
-
-
6fc5971ccbeeeb13a56c33aeaf80d67aae970
1
<1%
-
-
eb2e0a8fe607daae63d5e5ebfd08b21ae9dfa
1
<1%
-
-
aea57dcf42a30e9aea26a49a8152e00ff8da2
1
<1%
-
-
961e9f2e41d300bb05486175c21b22f606bf1
1
<1%
-
-
dbcf05ca504b3c61f68ea05b140fd1c1a2f35
1
<1%
-
-
9b4f982abbc60006fd4d7cc875700e5a26a24
1
<1%
-
-
061f100bd524a744cab820199b5adc11390cf
1
<1%
-
-
9d8bf81766074f3bf9b84093068618101784a
1
<1%
-
-
66dde759ef1e52979737bb4cf13c2c2cb0620
1
<1%
-
-
f7390424d94657ffe3961f7a90c623d8908c2
1
<1%
-
-
ae144fc7a4e7e0f05886a238e367901b36852
1
<1%
-
-
8cece72085dedabeb10cd29c6bf8a7a123725
1
<1%
-
-
76c13db90ef368471db1eb03c8286052afc2c
1
<1%
-
-
5d2c146e23566779d9792e759a5d9c7ac7065
1
<1%
-
-
63c93f945e97dbfb46de7776286fe7124790e
1
<1%
-
-
43a1179c0b8bf03e127aa5d700e787ad6f27c
1
<1%
-
-
ea76302d1f5dbe43d2ca1fd5160b3eb7e9897
1
<1%
-
-
eb322185f39559cbe2ddb7f09a6b5d9bde18a
1
<1%
-
-
17b55cc588540485240e53bff6ea76c9efbe7
1
<1%
-
-
422e0ab64603902931c5b4a2a4f194fdd9fc4
1
<1%
-
-
922227b38f77627aacd8e43a8cce850d41319
1
<1%
-
-
dee56739dceec01ad4061a9e8a8acf4a19a16
1
<1%
-
-
e811181a4694438a4e69a64686ce826fca775
1
<1%
-
-
06d9f8a0b6944852d00e399f3a06d12119eae
1
<1%
-
-
3a2e65d6769bc79c5309636ddb8bf439767c3
1
<1%
-
-
ed49f0712c835190bd566808ea09067a5544d
1
<1%
-
-
6d83a066b1fcaa72ee7ae5c60cd0c19afba06
1
<1%
-
-
712d3002f257041f9ed767e3dfc8d12dd063d
1
<1%
-
-
65b0cc059b1ff71a3b800de9d0ea46f50a50c
1
<1%
-
-
e2b82c445032e540fddab23026c62d057ee3d
1
<1%
-
-
685072317601c2801885c3a0b3b96cdf0a63b
1
<1%
-
-
32841fc3634d9fffb1ef34463bc31e2cd079d
1
<1%
-
-
bae1dbc4a541718a7d7564563727ea8e914de
1
<1%
-
-
1f994cc03a97ce93b0b4bff58de2ec33bf573
1
<1%
-
-
db8d65fd2c6934e9c3448398c3bd442f52a1a
1
<1%
-
-
481a11ed865e9201910cfb0909c1ec077d341
1
<1%
-
-
d96e93359ed70b7b4eebac163f448afeb50dc
1
<1%
-
-
59bd577bf2fa4390407d66b7d87b5f1ab1433
1
<1%
-
-
68d931c8fc4de08a6eb4eea4d9f34f3c80c21
1
<1%
-
-
4a614906ac96a1530f9137342cd958d488728
1
<1%
-
-
33767f93d683807d4ce9f51939fceb0ce4371
1
<1%
-
-
d49c39ad0e96bf9a357ed21b021b2009e1691
1
<1%
-
-
9b600394ca67b9008ca020d1227652db113bb
1
<1%
-
-
40455122d1219a7e571d175bc62af295b70b7
1
<1%
-
-
21608860ff66dffa045a191967f68b6ff1393
1
<1%
-
-
caa83d117f51e1218965bf75e07d9c6eb653e
1,953
97%
-
-
(Other)
outcome
MISSING:
---
TOP CATEGORIES

0.0
1,910
95%
1.0
103
5%
ALL
2,013
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
outcome
PROVIDES INFORMATION ON...

evening_proportion
1.00
number_of_merchandise
0.01

THESE FEATURES
GIVE INFORMATION
ON outcome:

number_of_merchandise
0.00
evening_proportion
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
outcome
CORRELATION RATIO WITH...

max_number_bids_per_device_per_auct
0.21
max_number_bids_per_ip_per_auct
0.19
max_number_auction_per_ip
0.19
max_number_auction_per_device
0.16
max_number_auction_per_url
0.15
max_number_bids_per_country_per_auct
0.13
number_of_auctions
0.13
country_nunique
0.13
max_number_auction_per_country
0.13
mean_time_per_auction
0.13
max_number_bids_simultaneous
0.12
mean_url_per_auction
0.12
mean_bids_per_auct
0.12
std_bids_per_auct
0.11
number_of_bids
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

time_nunique
0.98
max_number_bids_30min
0.98
max_number_auctions_1h
0.97
max_number_bids_per_device
0.97
max_number_bids_20min
0.96
max_number_bids_per_url
0.96
max_number_bids_per_country
0.95
count_instantaneous_bids
0.94
max_number_bids_10min
0.93
url_nunique
0.91
ip_nunique
0.89
max_number_bids_simultaneous
0.88
max_number_bids_per_ip
0.84
mean_number_auctions_1h
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.04
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
302
15.0%
2.0
146
7.3%
3.0
90
4.5%
4.0
80
4.0%
5.0
51
2.5%
6.0
44
2.2%
7.0
41
2.0%
8.0
37
1.8%
10.0
37
1.8%
9.0
31
1.5%
0.0
29
1.4%
14.0
25
1.2%
12.0
24
1.2%
13.0
21
1.0%
11.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
302
15.0%
2.0
146
7.3%
3.0
90
4.5%
4.0
80
4.0%
5.0
51
2.5%
6.0
44
2.2%
7.0
41
2.0%
8.0
37
1.8%
9.0
31
1.5%
10.0
37
1.8%
11.0
20
1.0%
12.0
24
1.2%
13.0
21
1.0%
14.0
25
1.2%
LARGEST VALUES

515033.0
1
<0.1%
236413.0
1
<0.1%
192565.0
1
<0.1%
161935.0
1
<0.1%
84319.0
1
<0.1%
73357.0
1
<0.1%
66027.0
1
<0.1%
58195.0
1
<0.1%
54987.0
1
<0.1%
51421.0
1
<0.1%
48018.0
1
<0.1%
47546.0
1
<0.1%
46707.0
1
<0.1%
40198.0
1
<0.1%
30062.0
1
<0.1%
number_of_auctions
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_auction_per_url
0.94
max_number_auction_per_device
0.91
number_of_devices
0.90
max_number_auction_per_country
0.84
country_nunique
0.82
max_number_auction_per_ip
0.77
max_devices_per_auction
0.67
time_nunique
0.60
max_number_bids_simultaneous
0.59
ip_nunique
0.58
url_nunique
0.57
max_url_per_auction
0.56
max_number_bids_per_country
0.51
number_of_bids
0.50

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.13
number_of_merchandise
0.13
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
382
19.0%
2.0
158
7.8%
3.0
97
4.8%
4.0
93
4.6%
5.0
75
3.7%
7.0
47
2.3%
9.0
44
2.2%
6.0
42
2.1%
12.0
38
1.9%
8.0
37
1.8%
10.0
36
1.8%
0.0
29
1.4%
11.0
27
1.3%
13.0
26
1.3%
15.0
24
1.2%
SMALLEST VALUES

0.0
29
1.4%
1.0
382
19.0%
2.0
158
7.8%
3.0
97
4.8%
4.0
93
4.6%
5.0
75
3.7%
6.0
42
2.1%
7.0
47
2.3%
8.0
37
1.8%
9.0
44
2.2%
10.0
36
1.8%
11.0
27
1.3%
12.0
38
1.9%
13.0
26
1.3%
14.0
15
0.7%
LARGEST VALUES

1623.0
1
<0.1%
1621.0
1
<0.1%
1301.0
2
<0.1%
1256.0
1
<0.1%
1210.0
1
<0.1%
1149.0
1
<0.1%
1117.0
1
<0.1%
1018.0
1
<0.1%
991.0
1
<0.1%
974.0
1
<0.1%
972.0
1
<0.1%
963.0
1
<0.1%
930.0
1
<0.1%
917.0
1
<0.1%
858.0
1
<0.1%
number_of_merchandise
MISSING:
---
TOP CATEGORIES

1.0
1,983
99%
0.0
29
1%
2.0
1
<1%
ALL
2,013
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
number_of_merchandise
PROVIDES INFORMATION ON...

evening_proportion
1.00
outcome
0.00

THESE FEATURES
GIVE INFORMATION
ON number_of_merchandise:

outcome
0.01
evening_proportion
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
number_of_merchandise
CORRELATION RATIO WITH...

mean_time_second_per_bidder
0.37
mean_time_min_per_bidder
0.34
mean_time_hour_per_bidder
0.24
23rd_proportion
0.15
max_number_auction_per_device
0.15
number_of_auctions
0.13
max_number_auction_per_country
0.13
max_number_bids_simultaneous
0.12
max_number_auction_per_url
0.12
max_time_diff
0.10
country_nunique
0.10
22nd_proportion
0.10
number_of_devices
0.10
24th_proportion
0.10
number_of_devices
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_auctions
0.90
max_number_auction_per_url
0.87
max_number_auction_per_device
0.86
max_devices_per_auction
0.85
country_nunique
0.84
max_number_auction_per_country
0.73
max_number_bids_simultaneous
0.73
time_nunique
0.71
max_url_per_auction
0.70
max_number_auction_per_ip
0.70
url_nunique
0.69
ip_nunique
0.66
max_number_bids_10min
0.66
max_number_bids_20min
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.11
number_of_merchandise
0.10
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
411
20.4%
2.0
191
9.5%
3.0
120
6.0%
4.0
88
4.4%
5.0
65
3.2%
7.0
45
2.2%
8.0
43
2.1%
6.0
38
1.9%
11.0
32
1.6%
0.0
29
1.4%
10.0
28
1.4%
14.0
24
1.2%
9.0
23
1.1%
13.0
21
1.0%
20.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
411
20.4%
2.0
191
9.5%
3.0
120
6.0%
4.0
88
4.4%
5.0
65
3.2%
6.0
38
1.9%
7.0
45
2.2%
8.0
43
2.1%
9.0
23
1.1%
10.0
28
1.4%
11.0
32
1.6%
12.0
19
0.9%
13.0
21
1.0%
14.0
24
1.2%
LARGEST VALUES

2618.0
1
<0.1%
2020.0
1
<0.1%
1610.0
1
<0.1%
1575.0
1
<0.1%
1494.0
1
<0.1%
1492.0
1
<0.1%
1396.0
1
<0.1%
1246.0
1
<0.1%
1241.0
1
<0.1%
1198.0
1
<0.1%
1144.0
1
<0.1%
1086.0
1
<0.1%
1040.0
1
<0.1%
1029.0
1
<0.1%
1014.0
1
<0.1%
time_nunique
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_bids
0.98
max_number_bids_per_url
0.97
max_number_bids_30min
0.96
max_number_auctions_1h
0.95
ip_nunique
0.95
max_number_bids_20min
0.95
max_number_bids_per_device
0.94
max_number_bids_10min
0.92
max_number_bids_per_country
0.91
url_nunique
0.90
max_number_bids_simultaneous
0.88
count_instantaneous_bids
0.85
mean_number_auctions_1h
0.78
max_number_bids_per_ip
0.78

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.05
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
302
15.0%
2.0
146
7.3%
3.0
90
4.5%
4.0
80
4.0%
5.0
51
2.5%
6.0
44
2.2%
7.0
43
2.1%
10.0
38
1.9%
8.0
36
1.8%
9.0
30
1.5%
0.0
29
1.4%
14.0
25
1.2%
12.0
24
1.2%
11.0
21
1.0%
13.0
21
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
302
15.0%
2.0
146
7.3%
3.0
90
4.5%
4.0
80
4.0%
5.0
51
2.5%
6.0
44
2.2%
7.0
43
2.1%
8.0
36
1.8%
9.0
30
1.5%
10.0
38
1.9%
11.0
21
1.0%
12.0
24
1.2%
13.0
21
1.0%
14.0
25
1.2%
LARGEST VALUES

283463.0
1
<0.1%
180242.0
1
<0.1%
136980.0
1
<0.1%
122781.0
1
<0.1%
68972.0
1
<0.1%
64495.0
1
<0.1%
57268.0
1
<0.1%
54205.0
1
<0.1%
48744.0
1
<0.1%
45520.0
1
<0.1%
43610.0
1
<0.1%
42669.0
1
<0.1%
42657.0
1
<0.1%
38359.0
1
<0.1%
27969.0
1
<0.1%
country_nunique
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_devices
0.84
number_of_auctions
0.82
max_number_auction_per_url
0.76
max_devices_per_auction
0.74
max_number_auction_per_device
0.71
max_number_auction_per_country
0.67
max_number_auction_per_ip
0.55
max_url_per_auction
0.51
ip_nunique
0.47
max_number_bids_simultaneous
0.44
time_nunique
0.44
std_bids_per_auct
0.43
max_time_per_auction
0.42
mean_devices_per_auction
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.13
number_of_merchandise
0.10
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
607
30.2%
2.0
263
13.1%
3.0
160
7.9%
4.0
117
5.8%
5.0
81
4.0%
6.0
55
2.7%
7.0
47
2.3%
8.0
47
2.3%
9.0
45
2.2%
10.0
34
1.7%
0.0
29
1.4%
12.0
25
1.2%
16.0
21
1.0%
13.0
19
0.9%
17.0
17
0.8%
SMALLEST VALUES

0.0
29
1.4%
1.0
607
30.2%
2.0
263
13.1%
3.0
160
7.9%
4.0
117
5.8%
5.0
81
4.0%
6.0
55
2.7%
7.0
47
2.3%
8.0
47
2.3%
9.0
45
2.2%
10.0
34
1.7%
11.0
12
0.6%
12.0
25
1.2%
13.0
19
0.9%
14.0
15
0.7%
LARGEST VALUES

178.0
1
<0.1%
163.0
1
<0.1%
153.0
1
<0.1%
141.0
1
<0.1%
137.0
2
<0.1%
132.0
1
<0.1%
129.0
1
<0.1%
128.0
2
<0.1%
127.0
1
<0.1%
125.0
2
<0.1%
124.0
1
<0.1%
123.0
1
<0.1%
122.0
1
<0.1%
121.0
2
<0.1%
119.0
1
<0.1%
ip_nunique
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

time_nunique
0.95
max_number_bids_per_url
0.95
number_of_bids
0.89
max_number_auctions_1h
0.86
max_number_bids_30min
0.85
max_number_bids_20min
0.84
max_bids_per_auct
0.83
max_time_per_auction
0.82
max_number_bids_10min
0.82
max_number_bids_per_device
0.80
max_number_bids_per_country
0.79
url_nunique
0.78
std_bids_per_auct
0.77
max_number_bids_simultaneous
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.08
number_of_merchandise
0.06
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
353
17.5%
2.0
161
8.0%
3.0
112
5.6%
4.0
75
3.7%
5.0
55
2.7%
6.0
46
2.3%
7.0
44
2.2%
8.0
42
2.1%
9.0
32
1.6%
0.0
29
1.4%
12.0
29
1.4%
10.0
28
1.4%
13.0
24
1.2%
14.0
24
1.2%
11.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
353
17.5%
2.0
161
8.0%
3.0
112
5.6%
4.0
75
3.7%
5.0
55
2.7%
6.0
46
2.3%
7.0
44
2.2%
8.0
42
2.1%
9.0
32
1.6%
10.0
28
1.4%
11.0
20
1.0%
12.0
29
1.4%
13.0
24
1.2%
14.0
24
1.2%
LARGEST VALUES

111918.0
1
<0.1%
109159.0
1
<0.1%
101275.0
1
<0.1%
53405.0
1
<0.1%
30771.0
1
<0.1%
27560.0
1
<0.1%
24901.0
1
<0.1%
24544.0
1
<0.1%
21633.0
1
<0.1%
21502.0
1
<0.1%
20492.0
1
<0.1%
18817.0
1
<0.1%
18036.0
1
<0.1%
15337.0
1
<0.1%
13276.0
1
<0.1%
url_nunique
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_bids
0.91
max_number_bids_30min
0.90
time_nunique
0.90
max_number_bids_20min
0.90
max_number_auctions_1h
0.89
max_number_bids_per_device
0.87
max_number_bids_10min
0.87
max_number_bids_per_country
0.84
count_instantaneous_bids
0.83
max_number_bids_simultaneous
0.83
max_number_bids_per_url
0.81
max_number_bids_per_ip
0.81
ip_nunique
0.78
max_url_per_auction
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.05
outcome
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
516
25.6%
2.0
243
12.1%
3.0
141
7.0%
4.0
71
3.5%
5.0
67
3.3%
7.0
50
2.5%
9.0
39
1.9%
6.0
38
1.9%
8.0
37
1.8%
0.0
29
1.4%
10.0
24
1.2%
11.0
23
1.1%
12.0
21
1.0%
23.0
16
0.8%
13.0
16
0.8%
SMALLEST VALUES

0.0
29
1.4%
1.0
516
25.6%
2.0
243
12.1%
3.0
141
7.0%
4.0
71
3.5%
5.0
67
3.3%
6.0
38
1.9%
7.0
50
2.5%
8.0
37
1.8%
9.0
39
1.9%
10.0
24
1.2%
11.0
23
1.1%
12.0
21
1.0%
13.0
16
0.8%
14.0
16
0.8%
LARGEST VALUES

81376.0
1
<0.1%
48773.0
1
<0.1%
36518.0
1
<0.1%
28569.0
1
<0.1%
22003.0
1
<0.1%
21275.0
1
<0.1%
14907.0
1
<0.1%
13522.0
1
<0.1%
13416.0
1
<0.1%
12147.0
1
<0.1%
12117.0
1
<0.1%
11724.0
1
<0.1%
9871.0
1
<0.1%
9830.0
1
<0.1%
9451.0
1
<0.1%
mean_devices_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_time_per_auction
0.77
mean_bids_per_auct
0.76
mean_url_per_auction
0.75
max_number_bids_per_country_per_auct
0.73
mean_ip_per_auction
0.69
max_number_bids_per_url_per_auct
0.67
std_bids_per_auct
0.58
number_of_devices
0.58
max_devices_per_auction
0.56
max_number_bids_simultaneous
0.51
max_number_bids_10min
0.49
max_number_bids_per_device_per_auct
0.48
max_number_bids_20min
0.47
max_number_bids_30min
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.10
number_of_merchandise
0.08
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
736
36.6%
2.0
52
2.6%
1.3333333333333333
40
2.0%
1.5
32
1.6%
1.2
30
1.5%
0.0
29
1.4%
3.0
24
1.2%
1.25
22
1.1%
1.1666666666666667
17
0.8%
1.1428571428571428
14
0.7%
1.2857142857142858
13
0.6%
1.4
12
0.6%
1.1111111111111112
12
0.6%
1.125
10
0.5%
4.0
10
0.5%
SMALLEST VALUES

0.0
29
1.4%
1.0
736
36.6%
1.0208333333333333
1
<0.1%
1.0384615384615385
1
<0.1%
1.0454545454545454
1
<0.1%
1.0476190476190477
1
<0.1%
1.0555555555555556
1
<0.1%
1.0606060606060606
1
<0.1%
1.0625
3
0.1%
1.0666666666666667
2
<0.1%
1.0769230769230769
6
0.3%
1.08
1
<0.1%
1.0833333333333333
9
0.4%
1.0869565217391304
1
<0.1%
1.0909090909090908
6
0.3%
LARGEST VALUES

82.0
1
<0.1%
57.75
1
<0.1%
53.833333333333336
1
<0.1%
50.859872611464965
1
<0.1%
44.73529411764706
1
<0.1%
41.888888888888886
1
<0.1%
38.42857142857143
1
<0.1%
34.378787878787875
1
<0.1%
31.058823529411764
1
<0.1%
28.840425531914892
1
<0.1%
28.7
1
<0.1%
28.666666666666668
1
<0.1%
22.640557006092255
1
<0.1%
21.75
1
<0.1%
20.319526627218934
1
<0.1%
max_devices_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_devices
0.85
max_url_per_auction
0.79
std_bids_per_auct
0.79
max_time_per_auction
0.74
country_nunique
0.74
max_bids_per_auct
0.73
number_of_auctions
0.67
max_number_auction_per_url
0.67
time_nunique
0.67
ip_nunique
0.67
max_number_auction_per_device
0.67
max_number_bids_simultaneous
0.64
max_number_bids_per_country
0.63
max_number_bids_10min
0.62

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.10
number_of_merchandise
0.05
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
736
36.6%
2.0
254
12.6%
3.0
137
6.8%
4.0
83
4.1%
5.0
63
3.1%
7.0
38
1.9%
6.0
33
1.6%
10.0
31
1.5%
9.0
29
1.4%
0.0
29
1.4%
12.0
22
1.1%
8.0
20
1.0%
13.0
19
0.9%
11.0
16
0.8%
15.0
15
0.7%
SMALLEST VALUES

0.0
29
1.4%
1.0
736
36.6%
2.0
254
12.6%
3.0
137
6.8%
4.0
83
4.1%
5.0
63
3.1%
6.0
33
1.6%
7.0
38
1.9%
8.0
20
1.0%
9.0
29
1.4%
10.0
31
1.5%
11.0
16
0.8%
12.0
22
1.1%
13.0
19
0.9%
14.0
12
0.6%
LARGEST VALUES

990.0
1
<0.1%
898.0
1
<0.1%
852.0
1
<0.1%
725.0
1
<0.1%
688.0
1
<0.1%
613.0
1
<0.1%
605.0
1
<0.1%
604.0
1
<0.1%
601.0
1
<0.1%
562.0
1
<0.1%
535.0
1
<0.1%
493.0
1
<0.1%
492.0
1
<0.1%
490.0
1
<0.1%
469.0
1
<0.1%
mean_ip_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_per_url_per_auct
0.91
mean_bids_per_auct
0.91
mean_time_per_auction
0.90
max_number_bids_per_country_per_auct
0.78
mean_devices_per_auction
0.69
std_bids_per_auct
0.59
max_number_bids_per_device_per_auct
0.53
mean_url_per_auction
0.34
max_devices_per_auction
0.31
max_number_bids_simultaneous
0.29
ip_nunique
0.28
max_time_per_auction
0.27
max_bids_per_auct
0.27
time_nunique
0.26

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.07
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
672
33.4%
2.0
54
2.7%
1.5
36
1.8%
1.3333333333333333
29
1.4%
0.0
29
1.4%
1.2
25
1.2%
1.25
23
1.1%
3.0
21
1.0%
1.1666666666666667
20
1.0%
1.1111111111111112
15
0.7%
1.1428571428571428
14
0.7%
1.4
12
0.6%
1.2857142857142858
10
0.5%
1.6666666666666667
10
0.5%
1.125
10
0.5%
SMALLEST VALUES

0.0
29
1.4%
1.0
672
33.4%
1.0232558139534884
1
<0.1%
1.0357142857142858
1
<0.1%
1.0434782608695652
1
<0.1%
1.0476190476190477
2
<0.1%
1.0606060606060606
1
<0.1%
1.0625
1
<0.1%
1.0666666666666667
3
0.1%
1.0714285714285714
3
0.1%
1.0769230769230769
7
0.3%
1.0833333333333333
7
0.3%
1.0909090909090908
5
0.2%
1.096774193548387
1
<0.1%
1.1
5
0.2%
LARGEST VALUES

980.0
1
<0.1%
212.71428571428572
1
<0.1%
157.09025270758121
1
<0.1%
129.0
1
<0.1%
120.3437771975631
1
<0.1%
119.96496815286625
1
<0.1%
107.44117647058823
1
<0.1%
84.6923076923077
1
<0.1%
82.37878787878788
1
<0.1%
72.0
1
<0.1%
69.0
1
<0.1%
59.89705882352941
1
<0.1%
58.45238095238095
1
<0.1%
57.50892857142857
1
<0.1%
55.532467532467535
1
<0.1%
max_ip_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_bids_per_auct
0.95
max_time_per_auction
0.95
std_bids_per_auct
0.78
ip_nunique
0.71
max_devices_per_auction
0.61
max_number_bids_per_url
0.57
time_nunique
0.53
number_of_bids
0.43
max_number_bids_per_country_per_auct
0.43
max_number_bids_per_country
0.41
max_url_per_auction
0.41
max_number_auction_per_url
0.40
number_of_devices
0.40
max_number_auctions_1h
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.10
number_of_merchandise
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
672
33.4%
2.0
243
12.1%
3.0
128
6.4%
4.0
75
3.7%
5.0
54
2.7%
6.0
49
2.4%
8.0
33
1.6%
10.0
31
1.5%
0.0
29
1.4%
9.0
28
1.4%
7.0
27
1.3%
11.0
21
1.0%
16.0
18
0.9%
13.0
18
0.9%
17.0
18
0.9%
SMALLEST VALUES

0.0
29
1.4%
1.0
672
33.4%
2.0
243
12.1%
3.0
128
6.4%
4.0
75
3.7%
5.0
54
2.7%
6.0
49
2.4%
7.0
27
1.3%
8.0
33
1.6%
9.0
28
1.4%
10.0
31
1.5%
11.0
21
1.0%
12.0
14
0.7%
13.0
18
0.9%
14.0
15
0.7%
LARGEST VALUES

48923.0
1
<0.1%
15830.0
1
<0.1%
11751.0
1
<0.1%
10911.0
1
<0.1%
10563.0
1
<0.1%
9203.0
1
<0.1%
6187.0
1
<0.1%
4738.0
1
<0.1%
4448.0
1
<0.1%
4350.0
1
<0.1%
4140.0
1
<0.1%
3812.0
1
<0.1%
3583.0
1
<0.1%
3078.0
1
<0.1%
2975.0
1
<0.1%
mean_url_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_devices_per_auction
0.75
url_nunique
0.62
max_url_per_auction
0.60
max_number_bids_simultaneous
0.58
max_number_bids_10min
0.58
max_number_bids_20min
0.57
number_of_devices
0.57
max_number_bids_30min
0.57
max_number_auctions_1h
0.56
max_number_bids_per_device
0.55
max_devices_per_auction
0.55
time_nunique
0.55
max_number_bids_per_country
0.55
number_of_bids
0.54

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.12
number_of_merchandise
0.06
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
804
39.9%
2.0
54
2.7%
1.5
29
1.4%
0.0
29
1.4%
1.25
27
1.3%
1.3333333333333333
24
1.2%
1.2
23
1.1%
1.1666666666666667
20
1.0%
1.1111111111111112
16
0.8%
3.0
13
0.6%
1.2857142857142858
11
0.5%
1.4
11
0.5%
1.1428571428571428
10
0.5%
1.0833333333333333
10
0.5%
4.0
9
0.4%
SMALLEST VALUES

0.0
29
1.4%
1.0
804
39.9%
1.0097087378640777
1
<0.1%
1.0104166666666667
1
<0.1%
1.015267175572519
1
<0.1%
1.0158730158730158
1
<0.1%
1.0217391304347827
1
<0.1%
1.0227272727272727
1
<0.1%
1.0238095238095237
2
<0.1%
1.025974025974026
1
<0.1%
1.02803738317757
1
<0.1%
1.0285714285714285
2
<0.1%
1.0303030303030303
1
<0.1%
1.031496062992126
1
<0.1%
1.032258064516129
1
<0.1%
LARGEST VALUES

129.16666666666666
1
<0.1%
119.24124203821655
1
<0.1%
109.0
1
<0.1%
81.17379679144385
1
<0.1%
61.40909090909091
1
<0.1%
57.77777777777778
1
<0.1%
56.083333333333336
1
<0.1%
48.5735294117647
1
<0.1%
43.882506527415146
1
<0.1%
40.31578947368421
1
<0.1%
39.545212765957444
1
<0.1%
37.91863905325444
1
<0.1%
37.86666666666667
1
<0.1%
35.0
1
<0.1%
34.24568965517241
1
<0.1%
max_url_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_devices_per_auction
0.79
url_nunique
0.77
time_nunique
0.72
number_of_devices
0.70
std_bids_per_auct
0.68
max_number_bids_20min
0.68
number_of_bids
0.68
max_number_bids_30min
0.67
max_number_bids_simultaneous
0.67
max_number_bids_10min
0.67
max_number_auctions_1h
0.67
ip_nunique
0.66
max_number_bids_per_country
0.66
max_number_bids_per_device
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
804
39.9%
2.0
274
13.6%
3.0
147
7.3%
4.0
89
4.4%
5.0
63
3.1%
6.0
35
1.7%
8.0
33
1.6%
0.0
29
1.4%
9.0
27
1.3%
7.0
22
1.1%
12.0
19
0.9%
10.0
18
0.9%
14.0
16
0.8%
15.0
11
0.5%
20.0
10
0.5%
SMALLEST VALUES

0.0
29
1.4%
1.0
804
39.9%
2.0
274
13.6%
3.0
147
7.3%
4.0
89
4.4%
5.0
63
3.1%
6.0
35
1.7%
7.0
22
1.1%
8.0
33
1.6%
9.0
27
1.3%
10.0
18
0.9%
11.0
9
0.4%
12.0
19
0.9%
13.0
10
0.5%
14.0
16
0.8%
LARGEST VALUES

5026.0
1
<0.1%
5025.0
1
<0.1%
3672.0
1
<0.1%
3355.0
1
<0.1%
3116.0
1
<0.1%
2622.0
1
<0.1%
2603.0
1
<0.1%
2433.0
1
<0.1%
2091.0
1
<0.1%
2069.0
1
<0.1%
1992.0
1
<0.1%
1867.0
1
<0.1%
1759.0
1
<0.1%
1752.0
1
<0.1%
1721.0
1
<0.1%
mean_time_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_bids_per_auct
1.00
max_number_bids_per_url_per_auct
0.97
max_number_bids_per_country_per_auct
0.92
mean_ip_per_auction
0.90
max_number_bids_per_device_per_auct
0.79
mean_devices_per_auction
0.77
std_bids_per_auct
0.72
mean_url_per_auction
0.54
max_number_bids_per_ip_per_auct
0.51
max_number_bids_simultaneous
0.50
max_number_bids_10min
0.48
max_number_bids_30min
0.47
max_number_bids_20min
0.47
max_number_auctions_1h
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.13
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
567
28.2%
2.0
71
3.5%
1.5
39
1.9%
1.3333333333333333
35
1.7%
3.0
29
1.4%
1.2
29
1.4%
0.0
29
1.4%
1.1666666666666667
25
1.2%
1.25
22
1.1%
1.6666666666666667
19
0.9%
1.4
13
0.6%
1.1111111111111112
12
0.6%
4.0
11
0.5%
1.1428571428571428
11
0.5%
2.5
11
0.5%
SMALLEST VALUES

0.0
29
1.4%
1.0
567
28.2%
1.0476190476190477
1
<0.1%
1.0625
1
<0.1%
1.0666666666666667
3
0.1%
1.0714285714285714
3
0.1%
1.0769230769230769
4
0.2%
1.0833333333333333
7
0.3%
1.0909090909090908
4
0.2%
1.1
4
0.2%
1.1111111111111112
12
0.6%
1.1142857142857143
1
<0.1%
1.1153846153846154
1
<0.1%
1.1176470588235294
1
<0.1%
1.125
8
0.4%
LARGEST VALUES

954.5
1
<0.1%
397.18152866242036
1
<0.1%
323.85714285714283
1
<0.1%
250.30347593582889
1
<0.1%
216.25
1
<0.1%
201.71975630983465
1
<0.1%
201.0
1
<0.1%
198.8
1
<0.1%
187.971119133574
1
<0.1%
174.22222222222223
1
<0.1%
132.54545454545453
1
<0.1%
129.53846153846155
1
<0.1%
123.22340425531915
1
<0.1%
120.2
1
<0.1%
118.92307692307692
1
<0.1%
max_time_per_auction
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_bids_per_auct
1.00
max_ip_per_auction
0.95
std_bids_per_auct
0.89
ip_nunique
0.82
max_devices_per_auction
0.74
max_number_bids_per_url
0.73
time_nunique
0.72
number_of_bids
0.65
max_number_bids_per_country
0.64
max_number_auctions_1h
0.62
max_url_per_auction
0.61
max_number_bids_30min
0.60
max_number_bids_20min
0.59
max_number_bids_per_device
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.09
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
567
28.2%
2.0
252
12.5%
3.0
130
6.5%
4.0
73
3.6%
5.0
59
2.9%
6.0
48
2.4%
7.0
35
1.7%
0.0
29
1.4%
8.0
29
1.4%
9.0
27
1.3%
10.0
26
1.3%
11.0
24
1.2%
14.0
24
1.2%
12.0
23
1.1%
20.0
18
0.9%
SMALLEST VALUES

0.0
29
1.4%
1.0
567
28.2%
2.0
252
12.5%
3.0
130
6.5%
4.0
73
3.6%
5.0
59
2.9%
6.0
48
2.4%
7.0
35
1.7%
8.0
29
1.4%
9.0
27
1.3%
10.0
26
1.3%
11.0
24
1.2%
12.0
23
1.1%
13.0
11
0.5%
14.0
24
1.2%
LARGEST VALUES

58152.0
1
<0.1%
24285.0
1
<0.1%
21342.0
1
<0.1%
20309.0
1
<0.1%
17468.0
1
<0.1%
15235.0
1
<0.1%
15190.0
1
<0.1%
13747.0
1
<0.1%
9306.0
1
<0.1%
8670.0
1
<0.1%
7660.0
1
<0.1%
6501.0
1
<0.1%
5925.0
1
<0.1%
5745.0
1
<0.1%
5693.0
1
<0.1%
mean_bids_per_auct
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_time_per_auction
1.00
max_number_bids_per_url_per_auct
0.97
max_number_bids_per_country_per_auct
0.92
mean_ip_per_auction
0.91
max_number_bids_per_device_per_auct
0.77
mean_devices_per_auction
0.76
std_bids_per_auct
0.71
mean_url_per_auction
0.52
max_number_bids_per_ip_per_auct
0.50
max_number_bids_simultaneous
0.49
max_number_bids_10min
0.47
max_number_bids_30min
0.47
max_number_bids_20min
0.47
max_number_auctions_1h
0.46

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.12
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
567
28.2%
2.0
73
3.6%
1.5
39
1.9%
1.3333333333333333
35
1.7%
3.0
30
1.5%
0.0
29
1.4%
1.2
29
1.4%
1.1666666666666667
25
1.2%
1.25
22
1.1%
1.6666666666666667
19
0.9%
1.4
13
0.6%
1.1111111111111112
12
0.6%
2.5
11
0.5%
4.0
11
0.5%
1.1428571428571428
11
0.5%
SMALLEST VALUES

0.0
29
1.4%
1.0
567
28.2%
1.0476190476190477
1
<0.1%
1.0625
1
<0.1%
1.0666666666666667
3
0.1%
1.0714285714285714
3
0.1%
1.0769230769230769
4
0.2%
1.0833333333333333
7
0.3%
1.0909090909090908
4
0.2%
1.1
4
0.2%
1.1111111111111112
12
0.6%
1.1142857142857143
1
<0.1%
1.1153846153846154
1
<0.1%
1.1176470588235294
1
<0.1%
1.125
8
0.4%
LARGEST VALUES

1023.5
1
<0.1%
410.0581210191083
1
<0.1%
325.0
1
<0.1%
257.4398395721925
1
<0.1%
216.25
1
<0.1%
205.75543951261966
1
<0.1%
201.08333333333334
1
<0.1%
198.8
1
<0.1%
194.8676293622142
1
<0.1%
176.55555555555554
1
<0.1%
132.63636363636363
1
<0.1%
129.53846153846155
1
<0.1%
124.22074468085107
1
<0.1%
120.2
1
<0.1%
119.15384615384616
1
<0.1%
std_bids_per_auct
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_time_per_auction
0.89
max_bids_per_auct
0.88
max_number_bids_per_country_per_auct
0.84
max_devices_per_auction
0.79
max_ip_per_auction
0.78
ip_nunique
0.77
time_nunique
0.73
max_number_bids_per_url
0.72
mean_time_per_auction
0.72
mean_bids_per_auct
0.71
max_number_bids_per_country
0.70
number_of_bids
0.68
max_url_per_auction
0.68
max_number_bids_per_url_per_auct
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.11
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
679
33.7%
0.5773502691896257
34
1.7%
0.7071067811865476
29
1.4%
0.408248290463863
18
0.9%
0.5
18
0.9%
0.44721359549995804
10
0.5%
0.4472135954999579
10
0.5%
0.5477225575051661
9
0.4%
0.33333333333333337
8
0.4%
1.0
8
0.4%
1.4142135623730951
8
0.4%
0.3535533905932738
8
0.4%
0.37796447300922725
6
0.3%
0.28867513459481287
6
0.3%
0.816496580927726
5
0.2%
SMALLEST VALUES

0.0
679
33.7%
0.21821789023599245
1
<0.1%
0.25
1
<0.1%
0.25819888974716115
3
0.1%
0.2606611802150066
1
<0.1%
0.2672612419124243
1
<0.1%
0.26726124191242434
1
<0.1%
0.2773500981126146
2
<0.1%
0.27735009811261463
2
<0.1%
0.28232985128663995
1
<0.1%
0.28867513459481287
6
0.3%
0.30151134457776363
4
0.2%
0.3077935056255462
1
<0.1%
0.31622776601683794
3
0.1%
0.3233808333817773
1
<0.1%
LARGEST VALUES

2256.7224419602967
1
<0.1%
1802.9011548913284
1
<0.1%
1444.6191539641165
1
<0.1%
1371.4280461445774
1
<0.1%
1159.1599186854376
1
<0.1%
1022.0108075920389
1
<0.1%
933.9213382226894
1
<0.1%
844.9009803915881
1
<0.1%
614.5237226421742
1
<0.1%
498.6705945134239
1
<0.1%
494.9014389115398
1
<0.1%
490.90017053314057
1
<0.1%
490.1081787730541
1
<0.1%
450.33754007410926
1
<0.1%
438.07224215599194
1
<0.1%
max_bids_per_auct
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_time_per_auction
1.00
max_ip_per_auction
0.95
std_bids_per_auct
0.88
ip_nunique
0.83
max_number_bids_per_url
0.74
max_devices_per_auction
0.73
time_nunique
0.72
number_of_bids
0.65
max_number_bids_per_country
0.64
max_number_auctions_1h
0.62
max_number_bids_30min
0.60
max_url_per_auction
0.60
max_number_bids_20min
0.59
max_number_bids_per_device
0.58

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.09
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
567
28.2%
2.0
252
12.5%
3.0
130
6.5%
4.0
73
3.6%
5.0
59
2.9%
6.0
48
2.4%
7.0
35
1.7%
0.0
29
1.4%
8.0
29
1.4%
9.0
27
1.3%
11.0
25
1.2%
10.0
25
1.2%
14.0
24
1.2%
12.0
23
1.1%
20.0
18
0.9%
SMALLEST VALUES

0.0
29
1.4%
1.0
567
28.2%
2.0
252
12.5%
3.0
130
6.5%
4.0
73
3.6%
5.0
59
2.9%
6.0
48
2.4%
7.0
35
1.7%
8.0
29
1.4%
9.0
27
1.3%
10.0
25
1.2%
11.0
25
1.2%
12.0
23
1.1%
13.0
11
0.5%
14.0
24
1.2%
LARGEST VALUES

62485.0
1
<0.1%
25532.0
1
<0.1%
21908.0
1
<0.1%
20849.0
1
<0.1%
19686.0
1
<0.1%
16361.0
1
<0.1%
15513.0
1
<0.1%
14951.0
1
<0.1%
9425.0
1
<0.1%
8784.0
1
<0.1%
7725.0
1
<0.1%
6555.0
1
<0.1%
5990.0
1
<0.1%
5840.0
1
<0.1%
5765.0
1
<0.1%
max_number_bids_per_device
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_30min
0.97
number_of_bids
0.97
max_number_auctions_1h
0.96
max_number_bids_20min
0.96
max_number_bids_per_country
0.95
time_nunique
0.94
max_number_bids_10min
0.93
count_instantaneous_bids
0.92
max_number_bids_simultaneous
0.91
max_number_bids_per_url
0.90
url_nunique
0.87
max_number_bids_per_ip
0.87
ip_nunique
0.80
mean_number_auctions_1h
0.79

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.04
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
511
25.4%
2.0
259
12.9%
3.0
138
6.9%
4.0
87
4.3%
5.0
60
3.0%
6.0
50
2.5%
7.0
41
2.0%
10.0
38
1.9%
0.0
29
1.4%
11.0
27
1.3%
8.0
26
1.3%
9.0
25
1.2%
12.0
21
1.0%
13.0
20
1.0%
15.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
511
25.4%
2.0
259
12.9%
3.0
138
6.9%
4.0
87
4.3%
5.0
60
3.0%
6.0
50
2.5%
7.0
41
2.0%
8.0
26
1.3%
9.0
25
1.2%
10.0
38
1.9%
11.0
27
1.3%
12.0
21
1.0%
13.0
20
1.0%
14.0
16
0.8%
LARGEST VALUES

67769.0
1
<0.1%
26560.0
1
<0.1%
21487.0
1
<0.1%
18438.0
1
<0.1%
14043.0
1
<0.1%
13623.0
1
<0.1%
12494.0
1
<0.1%
11771.0
1
<0.1%
11300.0
1
<0.1%
7404.0
1
<0.1%
7264.0
1
<0.1%
5515.0
1
<0.1%
5080.0
1
<0.1%
4714.0
1
<0.1%
4293.0
1
<0.1%
max_number_auction_per_device
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_auction_per_url
0.95
number_of_auctions
0.91
number_of_devices
0.86
max_number_auction_per_ip
0.78
max_number_auction_per_country
0.75
time_nunique
0.74
max_number_bids_simultaneous
0.72
country_nunique
0.71
ip_nunique
0.71
url_nunique
0.67
max_devices_per_auction
0.67
max_number_bids_30min
0.66
max_number_bids_per_device
0.66
number_of_bids
0.66

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.16
number_of_merchandise
0.15
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
624
31.0%
2.0
275
13.7%
3.0
143
7.1%
4.0
99
4.9%
5.0
78
3.9%
6.0
74
3.7%
7.0
48
2.4%
8.0
41
2.0%
9.0
39
1.9%
11.0
31
1.5%
0.0
29
1.4%
10.0
26
1.3%
16.0
25
1.2%
12.0
22
1.1%
15.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
624
31.0%
2.0
275
13.7%
3.0
143
7.1%
4.0
99
4.9%
5.0
78
3.9%
6.0
74
3.7%
7.0
48
2.4%
8.0
41
2.0%
9.0
39
1.9%
10.0
26
1.3%
11.0
31
1.5%
12.0
22
1.1%
13.0
17
0.8%
14.0
16
0.8%
LARGEST VALUES

534.0
1
<0.1%
524.0
1
<0.1%
506.0
1
<0.1%
392.0
1
<0.1%
389.0
1
<0.1%
369.0
1
<0.1%
360.0
1
<0.1%
332.0
1
<0.1%
309.0
1
<0.1%
300.0
1
<0.1%
273.0
1
<0.1%
267.0
1
<0.1%
264.0
1
<0.1%
263.0
1
<0.1%
252.0
1
<0.1%
max_number_bids_per_device_per_auct
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_time_per_auction
0.79
mean_bids_per_auct
0.77
max_number_bids_per_url_per_auct
0.76
max_number_bids_per_country_per_auct
0.73
max_number_bids_per_ip_per_auct
0.66
std_bids_per_auct
0.57
mean_ip_per_auction
0.53
mean_devices_per_auction
0.48
max_number_bids_simultaneous
0.44
mean_url_per_auction
0.43
max_number_bids_per_device
0.40
max_number_bids_per_ip
0.38
max_number_bids_10min
0.37
max_devices_per_auction
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.21
number_of_merchandise
0.04
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
849
42.2%
2.0
109
5.4%
1.5
70
3.5%
1.3333333333333333
49
2.4%
3.0
33
1.6%
0.0
29
1.4%
1.25
24
1.2%
1.6666666666666667
19
0.9%
1.2
17
0.8%
4.0
16
0.8%
1.1666666666666667
15
0.7%
5.0
14
0.7%
1.75
13
0.6%
2.5
10
0.5%
1.6
9
0.4%
SMALLEST VALUES

0.0
29
1.4%
1.0
849
42.2%
1.05
1
<0.1%
1.0606060606060606
1
<0.1%
1.0625
2
<0.1%
1.0714285714285714
1
<0.1%
1.0769230769230769
1
<0.1%
1.0833333333333333
2
<0.1%
1.1
3
0.1%
1.105263157894737
1
<0.1%
1.1111111111111112
8
0.4%
1.1176470588235294
1
<0.1%
1.125
4
0.2%
1.1333333333333333
1
<0.1%
1.1428571428571428
3
0.1%
LARGEST VALUES

224.5
1
<0.1%
216.25
1
<0.1%
198.8
1
<0.1%
179.8
1
<0.1%
166.66666666666666
1
<0.1%
158.71428571428572
1
<0.1%
129.53846153846155
1
<0.1%
126.90823970037454
1
<0.1%
120.2
1
<0.1%
97.30714285714286
1
<0.1%
84.1
1
<0.1%
77.4
1
<0.1%
75.51612903225806
1
<0.1%
73.77777777777777
1
<0.1%
73.5
1
<0.1%
max_number_bids_per_ip
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_per_country
0.88
count_instantaneous_bids
0.88
max_number_bids_per_device
0.87
number_of_bids
0.84
max_number_bids_30min
0.83
max_number_auctions_1h
0.82
max_number_bids_20min
0.82
url_nunique
0.81
max_number_bids_simultaneous
0.79
max_number_bids_10min
0.79
time_nunique
0.78
max_number_bids_per_ip_per_auct
0.77
max_number_bids_per_url
0.74
mean_number_auctions_1h
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
702
34.9%
2.0
300
14.9%
3.0
158
7.8%
4.0
94
4.7%
5.0
70
3.5%
6.0
52
2.6%
7.0
37
1.8%
8.0
36
1.8%
9.0
29
1.4%
0.0
29
1.4%
12.0
22
1.1%
10.0
18
0.9%
11.0
17
0.8%
13.0
15
0.7%
19.0
13
0.6%
SMALLEST VALUES

0.0
29
1.4%
1.0
702
34.9%
2.0
300
14.9%
3.0
158
7.8%
4.0
94
4.7%
5.0
70
3.5%
6.0
52
2.6%
7.0
37
1.8%
8.0
36
1.8%
9.0
29
1.4%
10.0
18
0.9%
11.0
17
0.8%
12.0
22
1.1%
13.0
15
0.7%
14.0
12
0.6%
LARGEST VALUES

27206.0
1
<0.1%
10423.0
1
<0.1%
6753.0
1
<0.1%
5936.0
1
<0.1%
3976.0
1
<0.1%
3324.0
1
<0.1%
2990.0
1
<0.1%
2915.0
1
<0.1%
2595.0
1
<0.1%
2523.0
1
<0.1%
2341.0
1
<0.1%
2322.0
1
<0.1%
2085.0
1
<0.1%
1930.0
1
<0.1%
1771.0
1
<0.1%
max_number_auction_per_ip
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_auction_per_device
0.78
number_of_auctions
0.77
max_number_auction_per_country
0.76
max_number_auction_per_url
0.74
number_of_devices
0.70
country_nunique
0.55
max_number_bids_simultaneous
0.52
max_devices_per_auction
0.51
time_nunique
0.47
url_nunique
0.46
max_number_bids_per_country
0.44
max_number_bids_per_device
0.43
max_number_bids_10min
0.42
max_url_per_auction
0.42

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.19
number_of_merchandise
0.09
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
831
41.3%
2.0
338
16.8%
3.0
149
7.4%
4.0
108
5.4%
5.0
94
4.7%
6.0
63
3.1%
7.0
50
2.5%
8.0
39
1.9%
9.0
31
1.5%
0.0
29
1.4%
12.0
24
1.2%
15.0
23
1.1%
11.0
22
1.1%
10.0
20
1.0%
13.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
831
41.3%
2.0
338
16.8%
3.0
149
7.4%
4.0
108
5.4%
5.0
94
4.7%
6.0
63
3.1%
7.0
50
2.5%
8.0
39
1.9%
9.0
31
1.5%
10.0
20
1.0%
11.0
22
1.1%
12.0
24
1.2%
13.0
20
1.0%
14.0
20
1.0%
LARGEST VALUES

145.0
1
<0.1%
127.0
1
<0.1%
123.0
1
<0.1%
119.0
2
<0.1%
103.0
1
<0.1%
95.0
1
<0.1%
80.0
1
<0.1%
79.0
1
<0.1%
70.0
1
<0.1%
65.0
1
<0.1%
64.0
1
<0.1%
61.0
1
<0.1%
60.0
1
<0.1%
59.0
2
<0.1%
57.0
1
<0.1%
max_number_bids_per_ip_per_auct
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_per_ip
0.77
max_number_bids_per_device_per_auct
0.66
max_number_bids_per_device
0.62
max_number_bids_per_country
0.60
max_number_bids_simultaneous
0.60
max_number_bids_30min
0.59
url_nunique
0.59
number_of_bids
0.59
max_number_bids_20min
0.59
max_number_auctions_1h
0.58
max_number_bids_10min
0.58
max_number_bids_per_country_per_auct
0.57
time_nunique
0.57
count_instantaneous_bids
0.56

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.19
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
1,026
51.0%
2.0
132
6.6%
1.5
93
4.6%
1.3333333333333333
61
3.0%
3.0
46
2.3%
0.0
29
1.4%
1.25
29
1.4%
1.2
21
1.0%
1.6666666666666667
20
1.0%
2.5
15
0.7%
4.0
15
0.7%
1.1666666666666667
12
0.6%
5.0
11
0.5%
2.3333333333333335
9
0.4%
1.4
9
0.4%
SMALLEST VALUES

0.0
29
1.4%
1.0
1,026
51.0%
1.0555555555555556
1
<0.1%
1.0833333333333333
1
<0.1%
1.0909090909090908
1
<0.1%
1.1111111111111112
1
<0.1%
1.125
4
0.2%
1.1428571428571428
5
0.2%
1.1538461538461537
1
<0.1%
1.1666666666666667
12
0.6%
1.1818181818181819
1
<0.1%
1.2
21
1.0%
1.2222222222222223
1
<0.1%
1.25
29
1.4%
1.2777777777777777
2
<0.1%
LARGEST VALUES

344.37974683544303
1
<0.1%
247.33333333333334
1
<0.1%
216.25
1
<0.1%
198.8
1
<0.1%
174.33333333333334
1
<0.1%
148.9
1
<0.1%
135.9090909090909
1
<0.1%
129.53846153846155
1
<0.1%
120.2
1
<0.1%
105.515625
1
<0.1%
89.75
1
<0.1%
84.1
1
<0.1%
83.5
1
<0.1%
83.28571428571429
1
<0.1%
80.0
1
<0.1%
max_number_bids_per_url
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

time_nunique
0.97
number_of_bids
0.96
ip_nunique
0.95
max_number_bids_30min
0.93
max_number_auctions_1h
0.93
max_number_bids_20min
0.91
max_number_bids_per_device
0.90
max_number_bids_10min
0.87
max_number_bids_per_country
0.87
count_instantaneous_bids
0.86
url_nunique
0.81
max_number_bids_simultaneous
0.81
max_bids_per_auct
0.74
max_number_bids_per_ip
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
452
22.5%
2.0
178
8.8%
3.0
114
5.7%
4.0
71
3.5%
5.0
55
2.7%
6.0
54
2.7%
7.0
46
2.3%
10.0
38
1.9%
8.0
31
1.5%
0.0
29
1.4%
12.0
27
1.3%
9.0
27
1.3%
13.0
24
1.2%
11.0
18
0.9%
18.0
18
0.9%
SMALLEST VALUES

0.0
29
1.4%
1.0
452
22.5%
2.0
178
8.8%
3.0
114
5.7%
4.0
71
3.5%
5.0
55
2.7%
6.0
54
2.7%
7.0
46
2.3%
8.0
31
1.5%
9.0
27
1.3%
10.0
38
1.9%
11.0
18
0.9%
12.0
27
1.3%
13.0
24
1.2%
14.0
16
0.8%
LARGEST VALUES

260836.0
1
<0.1%
180493.0
1
<0.1%
160076.0
1
<0.1%
97432.0
1
<0.1%
47757.0
1
<0.1%
45817.0
1
<0.1%
33385.0
1
<0.1%
31099.0
1
<0.1%
29191.0
1
<0.1%
28895.0
1
<0.1%
28831.0
1
<0.1%
25735.0
1
<0.1%
21689.0
1
<0.1%
19523.0
1
<0.1%
18375.0
1
<0.1%
max_number_auction_per_url
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_auction_per_device
0.95
number_of_auctions
0.94
number_of_devices
0.87
country_nunique
0.76
max_number_auction_per_country
0.75
max_number_auction_per_ip
0.74
time_nunique
0.71
ip_nunique
0.70
max_devices_per_auction
0.67
max_number_bids_simultaneous
0.66
url_nunique
0.62
number_of_bids
0.61
max_number_bids_30min
0.60
max_number_auctions_1h
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.15
number_of_merchandise
0.12
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
533
26.5%
2.0
183
9.1%
3.0
131
6.5%
4.0
83
4.1%
5.0
74
3.7%
6.0
61
3.0%
7.0
49
2.4%
9.0
47
2.3%
10.0
43
2.1%
12.0
39
1.9%
11.0
33
1.6%
0.0
29
1.4%
14.0
28
1.4%
8.0
28
1.4%
16.0
25
1.2%
SMALLEST VALUES

0.0
29
1.4%
1.0
533
26.5%
2.0
183
9.1%
3.0
131
6.5%
4.0
83
4.1%
5.0
74
3.7%
6.0
61
3.0%
7.0
49
2.4%
8.0
28
1.4%
9.0
47
2.3%
10.0
43
2.1%
11.0
33
1.6%
12.0
39
1.9%
13.0
16
0.8%
14.0
28
1.4%
LARGEST VALUES

1092.0
1
<0.1%
978.0
1
<0.1%
971.0
1
<0.1%
957.0
1
<0.1%
914.0
1
<0.1%
778.0
1
<0.1%
760.0
1
<0.1%
742.0
1
<0.1%
685.0
1
<0.1%
663.0
1
<0.1%
654.0
1
<0.1%
653.0
1
<0.1%
617.0
1
<0.1%
611.0
1
<0.1%
609.0
1
<0.1%
max_number_bids_per_url_per_auct
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_bids_per_auct
0.97
mean_time_per_auction
0.97
mean_ip_per_auction
0.91
max_number_bids_per_country_per_auct
0.88
max_number_bids_per_device_per_auct
0.76
mean_devices_per_auction
0.67
std_bids_per_auct
0.67
max_number_bids_per_ip_per_auct
0.43
max_number_bids_simultaneous
0.39
mean_url_per_auction
0.37
max_number_bids_10min
0.36
max_number_bids_30min
0.36
max_number_bids_per_url
0.36
time_nunique
0.36

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.11
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
770
38.3%
2.0
77
3.8%
1.5
41
2.0%
1.3333333333333333
38
1.9%
3.0
32
1.6%
1.25
29
1.4%
0.0
29
1.4%
1.2
23
1.1%
1.6666666666666667
19
0.9%
1.1666666666666667
15
0.7%
2.5
13
0.6%
1.4285714285714286
12
0.6%
4.0
12
0.6%
1.4
12
0.6%
5.0
9
0.4%
SMALLEST VALUES

0.0
29
1.4%
1.0
770
38.3%
1.0357142857142858
1
<0.1%
1.0555555555555556
1
<0.1%
1.0588235294117647
3
0.1%
1.0625
1
<0.1%
1.0666666666666667
2
<0.1%
1.0714285714285714
4
0.2%
1.0769230769230769
2
<0.1%
1.08
1
<0.1%
1.0833333333333333
3
0.1%
1.0909090909090908
4
0.2%
1.1
1
<0.1%
1.1111111111111112
4
0.2%
1.1153846153846154
2
<0.1%
LARGEST VALUES

1010.5
1
<0.1%
417.6666666666667
1
<0.1%
268.6261585993821
1
<0.1%
216.25
1
<0.1%
205.75321336760925
1
<0.1%
198.8
1
<0.1%
165.28663003663004
1
<0.1%
157.9124797406807
1
<0.1%
129.53846153846155
1
<0.1%
129.28699551569505
1
<0.1%
118.4
1
<0.1%
113.68982630272953
1
<0.1%
109.36363636363636
1
<0.1%
104.66666666666667
1
<0.1%
100.375
1
<0.1%
max_number_bids_per_country
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_bids
0.95
max_number_bids_per_device
0.95
count_instantaneous_bids
0.92
max_number_bids_30min
0.92
max_number_auctions_1h
0.91
time_nunique
0.91
max_number_bids_20min
0.90
max_number_bids_per_ip
0.88
max_number_bids_simultaneous
0.88
max_number_bids_per_url
0.87
max_number_bids_10min
0.86
url_nunique
0.84
ip_nunique
0.79
std_bids_per_auct
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.09
outcome
0.06
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
374
18.6%
2.0
180
8.9%
3.0
123
6.1%
4.0
64
3.2%
5.0
53
2.6%
6.0
50
2.5%
7.0
44
2.2%
9.0
36
1.8%
8.0
32
1.6%
0.0
29
1.4%
11.0
25
1.2%
14.0
25
1.2%
10.0
25
1.2%
12.0
22
1.1%
15.0
16
0.8%
SMALLEST VALUES

0.0
29
1.4%
1.0
374
18.6%
2.0
180
8.9%
3.0
123
6.1%
4.0
64
3.2%
5.0
53
2.6%
6.0
50
2.5%
7.0
44
2.2%
8.0
32
1.6%
9.0
36
1.8%
10.0
25
1.2%
11.0
25
1.2%
12.0
22
1.1%
13.0
12
0.6%
14.0
25
1.2%
LARGEST VALUES

171371.0
1
<0.1%
45027.0
1
<0.1%
44935.0
1
<0.1%
31965.0
1
<0.1%
27018.0
1
<0.1%
25784.0
1
<0.1%
23738.0
1
<0.1%
23699.0
1
<0.1%
18300.0
1
<0.1%
18201.0
1
<0.1%
17865.0
1
<0.1%
16449.0
1
<0.1%
15318.0
1
<0.1%
12589.0
1
<0.1%
12012.0
1
<0.1%
max_number_auction_per_country
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_auctions
0.84
max_number_auction_per_ip
0.76
max_number_auction_per_url
0.75
max_number_auction_per_device
0.75
number_of_devices
0.73
country_nunique
0.67
max_devices_per_auction
0.55
max_number_bids_simultaneous
0.43
max_url_per_auction
0.42
time_nunique
0.38
url_nunique
0.38
max_number_bids_per_country
0.38
ip_nunique
0.37
mean_devices_per_auction
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.13
number_of_merchandise
0.13
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
487
24.2%
2.0
194
9.6%
3.0
109
5.4%
4.0
88
4.4%
5.0
75
3.7%
7.0
69
3.4%
6.0
58
2.9%
8.0
47
2.3%
9.0
38
1.9%
10.0
35
1.7%
12.0
32
1.6%
11.0
31
1.5%
0.0
29
1.4%
13.0
29
1.4%
16.0
27
1.3%
SMALLEST VALUES

0.0
29
1.4%
1.0
487
24.2%
2.0
194
9.6%
3.0
109
5.4%
4.0
88
4.4%
5.0
75
3.7%
6.0
58
2.9%
7.0
69
3.4%
8.0
47
2.3%
9.0
38
1.9%
10.0
35
1.7%
11.0
31
1.5%
12.0
32
1.6%
13.0
29
1.4%
14.0
25
1.2%
LARGEST VALUES

404.0
1
<0.1%
385.0
1
<0.1%
372.0
1
<0.1%
276.0
1
<0.1%
273.0
1
<0.1%
222.0
3
0.1%
217.0
1
<0.1%
212.0
1
<0.1%
209.0
1
<0.1%
203.0
1
<0.1%
200.0
1
<0.1%
195.0
1
<0.1%
190.0
1
<0.1%
177.0
2
<0.1%
174.0
1
<0.1%
max_number_bids_per_country_per_auct
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_time_per_auction
0.92
mean_bids_per_auct
0.92
max_number_bids_per_url_per_auct
0.88
std_bids_per_auct
0.84
mean_ip_per_auction
0.78
max_number_bids_per_device_per_auct
0.73
mean_devices_per_auction
0.73
max_number_bids_simultaneous
0.67
max_number_bids_per_country
0.66
max_number_bids_per_device
0.65
max_number_bids_30min
0.64
max_number_auctions_1h
0.64
time_nunique
0.64
max_number_bids_10min
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.13
number_of_merchandise
0.05
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
651
32.3%
2.0
92
4.6%
1.5
49
2.4%
3.0
41
2.0%
0.0
29
1.4%
1.3333333333333333
26
1.3%
1.25
22
1.1%
1.2
16
0.8%
2.5
16
0.8%
1.75
14
0.7%
1.4
14
0.7%
1.6666666666666667
13
0.6%
1.1428571428571428
13
0.6%
1.7142857142857142
10
0.5%
1.1666666666666667
10
0.5%
SMALLEST VALUES

0.0
29
1.4%
1.0
651
32.3%
1.0588235294117647
1
<0.1%
1.0714285714285714
2
<0.1%
1.0769230769230769
2
<0.1%
1.0833333333333333
1
<0.1%
1.1
5
0.2%
1.1111111111111112
5
0.2%
1.1176470588235294
1
<0.1%
1.12
1
<0.1%
1.125
5
0.2%
1.1428571428571428
13
0.6%
1.1538461538461537
2
<0.1%
1.1666666666666667
10
0.5%
1.173913043478261
2
<0.1%
LARGEST VALUES

1021.0
1
<0.1%
808.3537735849056
1
<0.1%
420.8130841121495
1
<0.1%
419.95327102803736
1
<0.1%
352.0
1
<0.1%
332.2
1
<0.1%
325.0
1
<0.1%
247.06451612903226
1
<0.1%
246.11764705882354
1
<0.1%
228.75
1
<0.1%
225.15
1
<0.1%
216.25
1
<0.1%
213.1
1
<0.1%
198.8
1
<0.1%
198.25
1
<0.1%
mean_time_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_time_diff
0.92
min_time_diff
0.82
iqr_time_diff
0.53
std_time_diff
0.53
max_time_diff
0.40
24th_proportion
-0.19
late_night_proportion
-0.19
morning_proportion
0.18
22nd_proportion
0.17
max_number_auction_per_country
-0.17
country_nunique
-0.16
early_morning_proportion
0.14
number_of_devices
-0.14
number_of_auctions
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.08
number_of_merchandise
0.04
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
331
16.4%
842105263.0
2
<0.1%
148379532163.73334
1
<0.1%
77864547962.6492
1
<0.1%
42605263157.5
1
<0.1%
2690605263158.0
1
<0.1%
1451192651439.9058
1
<0.1%
468049949.8875965
1
<0.1%
194963665508.94925
1
<0.1%
1032989331436.7028
1
<0.1%
1812640350877.1667
1
<0.1%
206308612440.19696
1
<0.1%
1296026315789.5
1
<0.1%
1260690789473.625
1
<0.1%
571112128146.4783
1
<0.1%
SMALLEST VALUES

0.0
331
16.4%
70843432.50473608
1
<0.1%
88936980.60953948
1
<0.1%
99282296.6534091
1
<0.1%
114890885.75609756
1
<0.1%
150097878.43534964
1
<0.1%
157894737.0
1
<0.1%
161787893.20130932
1
<0.1%
263157895.0
1
<0.1%
265300210.85385063
1
<0.1%
284094558.6157611
1
<0.1%
326992707.645974
1
<0.1%
453801831.01380527
1
<0.1%
468049949.8875965
1
<0.1%
477386498.5929947
1
<0.1%
LARGEST VALUES

76102947368421.0
1
<0.1%
75777368421052.0
1
<0.1%
74613421052632.0
1
<0.1%
70244789473685.0
1
<0.1%
70203210526316.0
1
<0.1%
69394473684210.0
1
<0.1%
68219894736842.0
1
<0.1%
67982157894737.0
1
<0.1%
66731315789474.0
1
<0.1%
65816684210526.0
1
<0.1%
63193421052632.0
1
<0.1%
61662315789474.0
1
<0.1%
61637000000000.0
1
<0.1%
61092526315790.0
1
<0.1%
60329526315789.0
1
<0.1%
std_time_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

iqr_time_diff
0.81
max_time_diff
0.64
mean_time_diff
0.53
24th_proportion
-0.33
late_night_proportion
-0.33
22nd_proportion
0.28
early_morning_proportion
0.26
night_proportion
-0.24
morning_proportion
0.22
afternoon_proportion
0.21
median_time_diff
0.21
country_nunique
-0.17
max_number_auction_per_country
-0.16
number_of_devices
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.10
number_of_merchandise
0.06
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
477
23.7%
743873574821.2025
1
<0.1%
6280603676818.951
1
<0.1%
2635743691610.537
1
<0.1%
5881006810622.621
1
<0.1%
2179485315597.1575
1
<0.1%
272794242016.61505
1
<0.1%
219389182899.907
1
<0.1%
1203326451476.4836
1
<0.1%
412707097213.1197
1
<0.1%
1327650724683.5063
1
<0.1%
1143246894002.6582
1
<0.1%
23407339354661.684
1
<0.1%
313572645767.3521
1
<0.1%
6875174531360.444
1
<0.1%
SMALLEST VALUES

0.0
477
23.7%
37216145.70834871
1
<0.1%
73976570.62816928
1
<0.1%
100089715.74947184
1
<0.1%
102855936.60292004
1
<0.1%
108170394.92999601
1
<0.1%
203371249.5314432
1
<0.1%
314888956.1444502
1
<0.1%
328986936.2768507
1
<0.1%
334945317.0319926
1
<0.1%
376314158.8400182
1
<0.1%
446593756.2783591
1
<0.1%
565774761.8501066
1
<0.1%
595538466.9000245
1
<0.1%
779980769.2912238
1
<0.1%
LARGEST VALUES

48758138719108.52
1
<0.1%
47170423482319.81
1
<0.1%
44476086132974.164
1
<0.1%
43492054006586.69
1
<0.1%
41622761406301.484
1
<0.1%
41080038343667.25
1
<0.1%
40440330003571.914
1
<0.1%
40045913284255.484
1
<0.1%
40023025354233.31
1
<0.1%
39408966462267.97
1
<0.1%
39081531283155.57
1
<0.1%
38791803583601.164
1
<0.1%
38624070411874.3
1
<0.1%
38568137971948.25
1
<0.1%
37325710713176.55
1
<0.1%
min_time_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_time_diff
0.92
mean_time_diff
0.82
max_time_diff
0.16
morning_proportion
0.10
max_number_auction_per_country
-0.08
country_nunique
-0.07
24th_proportion
-0.07
late_night_proportion
-0.07
max_number_auction_per_ip
-0.06
number_of_auctions
-0.06
number_of_devices
-0.06
22nd_proportion
0.06
max_number_auction_per_device
-0.05
max_number_auction_per_url
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.03
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
746
37.1%
52631579.0
117
5.8%
105263158.0
60
3.0%
157894737.0
35
1.7%
315789474.0
22
1.1%
210526316.0
21
1.0%
421052632.0
19
0.9%
263157895.0
15
0.7%
473684210.0
15
0.7%
315789473.0
14
0.7%
52631578.0
13
0.6%
368421053.0
13
0.6%
947368421.0
13
0.6%
894736842.0
12
0.6%
578947369.0
12
0.6%
SMALLEST VALUES

0.0
746
37.1%
52631578.0
13
0.6%
52631579.0
117
5.8%
105263157.0
9
0.4%
105263158.0
60
3.0%
157894736.0
5
0.2%
157894737.0
35
1.7%
210526315.0
5
0.2%
210526316.0
21
1.0%
263157894.0
3
0.1%
263157895.0
15
0.7%
315789473.0
14
0.7%
315789474.0
22
1.1%
368421052.0
11
0.5%
368421053.0
13
0.6%
LARGEST VALUES

76102947368421.0
1
<0.1%
75777368421052.0
1
<0.1%
74613421052632.0
1
<0.1%
70244789473685.0
1
<0.1%
70203210526316.0
1
<0.1%
69394473684210.0
1
<0.1%
68219894736842.0
1
<0.1%
67982157894737.0
1
<0.1%
66731315789474.0
1
<0.1%
65816684210526.0
1
<0.1%
63193421052632.0
1
<0.1%
61662315789474.0
1
<0.1%
61637000000000.0
1
<0.1%
61092526315790.0
1
<0.1%
60329526315789.0
1
<0.1%
median_time_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

min_time_diff
0.92
mean_time_diff
0.92
iqr_time_diff
0.27
max_time_diff
0.23
std_time_diff
0.21
max_number_auction_per_country
-0.12
morning_proportion
0.11
country_nunique
-0.11
24th_proportion
-0.10
late_night_proportion
-0.10
number_of_auctions
-0.09
number_of_devices
-0.09
max_number_auction_per_ip
-0.09
22nd_proportion
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
332
16.5%
105263158.0
9
0.4%
157894737.0
9
0.4%
52631579.0
8
0.4%
263157895.0
7
0.3%
1052631579.0
6
0.3%
315789474.0
6
0.3%
473684211.0
5
0.2%
2052631579.0
5
0.2%
736842105.0
5
0.2%
1947368421.0
5
0.2%
3368421053.0
4
0.2%
368421053.0
4
0.2%
894736842.0
4
0.2%
842105263.0
4
0.2%
SMALLEST VALUES

0.0
332
16.5%
52631579.0
8
0.4%
78947368.0
1
<0.1%
105263157.5
1
<0.1%
105263158.0
9
0.4%
157894736.0
1
<0.1%
157894737.0
9
0.4%
210526316.0
4
0.2%
263157894.0
1
<0.1%
263157895.0
7
0.3%
315789473.0
1
<0.1%
315789474.0
6
0.3%
368421052.0
1
<0.1%
368421053.0
4
0.2%
421052631.0
1
<0.1%
LARGEST VALUES

76102947368421.0
1
<0.1%
75777368421052.0
1
<0.1%
74613421052632.0
1
<0.1%
70244789473685.0
1
<0.1%
70203210526316.0
1
<0.1%
69394473684210.0
1
<0.1%
68219894736842.0
1
<0.1%
67982157894737.0
1
<0.1%
66731315789474.0
1
<0.1%
65816684210526.0
1
<0.1%
63193421052632.0
1
<0.1%
61662315789474.0
1
<0.1%
61637000000000.0
1
<0.1%
61092526315790.0
1
<0.1%
60329526315789.0
1
<0.1%
max_time_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_time_diff
0.64
24th_proportion
-0.57
late_night_proportion
-0.57
early_morning_proportion
0.49
22nd_proportion
0.45
night_proportion
-0.42
mean_time_diff
0.40
afternoon_proportion
0.34
morning_proportion
0.34
iqr_time_diff
0.33
max_number_auction_per_country
0.24
median_time_diff
0.23
23rd_proportion
0.22
number_of_auctions
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.10
outcome
0.05
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
331
16.4%
50021947368421.0
2
<0.1%
50040210526316.0
2
<0.1%
50436210526316.0
2
<0.1%
50072105263158.0
2
<0.1%
50025000000000.0
2
<0.1%
1412578947368.0
2
<0.1%
50022631578947.0
2
<0.1%
842105263.0
2
<0.1%
50057894736842.0
2
<0.1%
50026000000000.0
2
<0.1%
50024368421053.0
2
<0.1%
50027842105263.0
2
<0.1%
4631578947.0
2
<0.1%
947368421.0
2
<0.1%
SMALLEST VALUES

0.0
331
16.4%
157894737.0
1
<0.1%
263157895.0
1
<0.1%
421052632.0
1
<0.1%
526315790.0
1
<0.1%
578947369.0
1
<0.1%
842105263.0
2
<0.1%
947368421.0
2
<0.1%
1000000000.0
1
<0.1%
1157894737.0
1
<0.1%
1789473684.0
1
<0.1%
1789473685.0
1
<0.1%
2052631579.0
1
<0.1%
2578947368.0
1
<0.1%
3052631579.0
1
<0.1%
LARGEST VALUES

76102947368421.0
1
<0.1%
75777368421052.0
1
<0.1%
74613421052632.0
1
<0.1%
73565368421052.0
1
<0.1%
70244789473685.0
1
<0.1%
70203210526316.0
1
<0.1%
69394473684210.0
1
<0.1%
69129526315790.0
1
<0.1%
68986684210526.0
1
<0.1%
68816000000000.0
1
<0.1%
68297631578947.0
1
<0.1%
68219894736842.0
1
<0.1%
68176210526315.0
1
<0.1%
67982157894737.0
1
<0.1%
67931315789474.0
1
<0.1%
iqr_time_diff
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

std_time_diff
0.81
mean_time_diff
0.53
max_time_diff
0.33
median_time_diff
0.27
24th_proportion
-0.15
late_night_proportion
-0.15
22nd_proportion
0.14
max_number_auction_per_country
-0.14
country_nunique
-0.13
number_of_devices
-0.12
number_of_auctions
-0.11
afternoon_proportion
0.11
early_morning_proportion
0.11
max_number_auction_per_ip
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.07
number_of_merchandise
0.04
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
477
23.7%
105263158.0
6
0.3%
1315789474.0
4
0.2%
578947369.0
4
0.2%
368421053.0
4
0.2%
736842105.0
4
0.2%
736842106.0
3
0.1%
526315789.0
3
0.1%
4210526316.0
3
0.1%
2736842106.0
3
0.1%
421052632.0
3
0.1%
2421052632.0
3
0.1%
2105263158.0
3
0.1%
52631579.0
3
0.1%
113684210526.0
2
<0.1%
SMALLEST VALUES

0.0
477
23.7%
26315789.0
1
<0.1%
52631579.0
3
0.1%
105263157.0
1
<0.1%
105263158.0
6
0.3%
105263159.0
2
<0.1%
157894737.0
2
<0.1%
210526316.0
1
<0.1%
236842105.0
1
<0.1%
250000000.5
1
<0.1%
315789473.0
2
<0.1%
315789473.5
1
<0.1%
315789474.0
1
<0.1%
368421053.0
4
0.2%
421052631.25
1
<0.1%
LARGEST VALUES

34477210526316.0
1
<0.1%
34142815789473.5
1
<0.1%
34087552631578.5
1
<0.1%
33965631578947.5
1
<0.1%
33354526315789.5
1
<0.1%
31777263157894.5
1
<0.1%
31449342105263.0
1
<0.1%
31366684210526.0
1
<0.1%
31280710526316.0
1
<0.1%
31267973684211.0
1
<0.1%
31089894736842.0
1
<0.1%
30753526315789.0
1
<0.1%
30596473684210.0
1
<0.1%
30454947368420.5
1
<0.1%
30407026315789.5
1
<0.1%
count_instantaneous_bids
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_bids
0.94
max_number_bids_per_device
0.92
max_number_bids_30min
0.92
max_number_bids_per_country
0.92
max_number_auctions_1h
0.91
max_number_bids_20min
0.90
max_number_bids_per_ip
0.88
max_number_bids_per_url
0.86
max_number_bids_10min
0.85
time_nunique
0.85
url_nunique
0.83
max_number_bids_simultaneous
0.80
ip_nunique
0.70
mean_number_auctions_1h
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.01
outcome
0.00
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,598
79.4%
1.0
84
4.2%
2.0
55
2.7%
3.0
19
0.9%
5.0
16
0.8%
4.0
14
0.7%
7.0
14
0.7%
6.0
11
0.5%
8.0
7
0.3%
17.0
7
0.3%
23.0
6
0.3%
18.0
6
0.3%
10.0
6
0.3%
58.0
5
0.2%
12.0
5
0.2%
SMALLEST VALUES

0.0
1,598
79.4%
1.0
84
4.2%
2.0
55
2.7%
3.0
19
0.9%
4.0
14
0.7%
5.0
16
0.8%
6.0
11
0.5%
7.0
14
0.7%
8.0
7
0.3%
9.0
3
0.1%
10.0
6
0.3%
11.0
4
0.2%
12.0
5
0.2%
13.0
4
0.2%
14.0
2
<0.1%
LARGEST VALUES

231570.0
1
<0.1%
69784.0
1
<0.1%
56171.0
1
<0.1%
24955.0
1
<0.1%
15347.0
1
<0.1%
8862.0
1
<0.1%
8759.0
1
<0.1%
6243.0
1
<0.1%
5901.0
1
<0.1%
5349.0
1
<0.1%
4050.0
1
<0.1%
3990.0
1
<0.1%
3936.0
1
<0.1%
2093.0
1
<0.1%
1940.0
1
<0.1%
mean_number_auctions_1h
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_number_bids_20min
1.00
mean_number_bids_30min
1.00
mean_number_bids_10min
0.99
max_number_bids_10min
0.93
max_number_bids_20min
0.90
max_number_auctions_1h
0.89
max_number_bids_30min
0.87
median_number_auctions_1h
0.87
median_number_bids_20min
0.87
median_number_bids_30min
0.86
median_number_bids_10min
0.86
max_number_bids_per_device
0.79
time_nunique
0.78
number_of_bids
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
390
19.4%
2.0
80
4.0%
3.0
36
1.8%
0.0
29
1.4%
0.6666666666666666
29
1.4%
1.5
23
1.1%
0.5
23
1.1%
2.5
17
0.8%
0.75
17
0.8%
1.3333333333333333
15
0.7%
4.0
14
0.7%
6.0
14
0.7%
3.5
13
0.6%
1.75
13
0.6%
1.25
12
0.6%
SMALLEST VALUES

0.0
29
1.4%
0.09090909090909091
2
<0.1%
0.09523809523809523
2
<0.1%
0.1
3
0.1%
0.10526315789473684
4
0.2%
0.1111111111111111
5
0.2%
0.125
1
<0.1%
0.14285714285714285
2
<0.1%
0.15
3
0.1%
0.15789473684210525
2
<0.1%
0.16666666666666666
3
0.1%
0.17647058823529413
4
0.2%
0.18181818181818182
3
0.1%
0.1875
3
0.1%
0.19047619047619047
3
0.1%
LARGEST VALUES

38513.0
1
<0.1%
22392.739130434784
1
<0.1%
16863.8
1
<0.1%
10284.2
1
<0.1%
10278.826086956522
1
<0.1%
9603.6
1
<0.1%
7040.652173913043
1
<0.1%
6012.4
1
<0.1%
5829.2
1
<0.1%
4452.0
1
<0.1%
4197.6
1
<0.1%
3997.6
1
<0.1%
3964.0
1
<0.1%
3189.4347826086955
1
<0.1%
3041.0
1
<0.1%
median_number_auctions_1h
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_number_bids_20min
1.00
median_number_bids_30min
1.00
median_number_bids_10min
0.99
mean_number_bids_10min
0.89
mean_number_bids_20min
0.89
mean_number_bids_30min
0.88
mean_number_auctions_1h
0.87
max_number_bids_10min
0.64
max_number_bids_20min
0.56
max_number_auctions_1h
0.54
max_number_bids_30min
0.52
max_number_bids_simultaneous
0.41
number_of_devices
0.40
max_number_bids_per_device
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
750
37.3%
1.0
469
23.3%
2.0
124
6.2%
3.0
57
2.8%
1.5
36
1.8%
4.0
32
1.6%
0.5
23
1.1%
2.5
21
1.0%
5.0
20
1.0%
6.0
19
0.9%
7.0
16
0.8%
8.0
16
0.8%
3.5
15
0.7%
9.0
13
0.6%
10.0
12
0.6%
SMALLEST VALUES

0.0
750
37.3%
0.5
23
1.1%
1.0
469
23.3%
1.5
36
1.8%
2.0
124
6.2%
2.5
21
1.0%
3.0
57
2.8%
3.5
15
0.7%
4.0
32
1.6%
4.5
8
0.4%
5.0
20
1.0%
5.5
3
0.1%
6.0
19
0.9%
6.5
2
<0.1%
7.0
16
0.8%
LARGEST VALUES

42235.0
1
<0.1%
17758.0
1
<0.1%
12550.0
1
<0.1%
10245.0
1
<0.1%
6806.0
1
<0.1%
6562.0
1
<0.1%
5292.0
1
<0.1%
4398.0
1
<0.1%
3900.0
1
<0.1%
3684.0
1
<0.1%
3264.0
1
<0.1%
3178.0
1
<0.1%
3041.0
1
<0.1%
3019.0
1
<0.1%
2823.0
1
<0.1%
max_number_auctions_1h
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_30min
1.00
max_number_bids_20min
1.00
max_number_bids_10min
0.98
number_of_bids
0.97
max_number_bids_per_device
0.96
time_nunique
0.95
max_number_bids_per_url
0.93
count_instantaneous_bids
0.91
max_number_bids_per_country
0.91
url_nunique
0.89
mean_number_auctions_1h
0.89
max_number_bids_simultaneous
0.89
mean_number_bids_30min
0.87
mean_number_bids_20min
0.87

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
448
22.3%
2.0
193
9.6%
3.0
146
7.3%
4.0
75
3.7%
5.0
68
3.4%
6.0
54
2.7%
8.0
38
1.9%
7.0
36
1.8%
0.0
29
1.4%
9.0
27
1.3%
12.0
23
1.1%
10.0
22
1.1%
15.0
20
1.0%
23.0
19
0.9%
13.0
18
0.9%
SMALLEST VALUES

0.0
29
1.4%
1.0
448
22.3%
2.0
193
9.6%
3.0
146
7.3%
4.0
75
3.7%
5.0
68
3.4%
6.0
54
2.7%
7.0
36
1.8%
8.0
38
1.9%
9.0
27
1.3%
10.0
22
1.1%
11.0
15
0.7%
12.0
23
1.1%
13.0
18
0.9%
14.0
17
0.8%
LARGEST VALUES

99895.0
1
<0.1%
64449.0
1
<0.1%
40672.0
1
<0.1%
29614.0
1
<0.1%
25528.0
1
<0.1%
14985.0
1
<0.1%
14846.0
1
<0.1%
12783.0
1
<0.1%
10992.0
1
<0.1%
10573.0
1
<0.1%
9764.0
1
<0.1%
9486.0
1
<0.1%
8750.0
1
<0.1%
8669.0
1
<0.1%
8372.0
1
<0.1%
mean_number_bids_30min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_number_bids_20min
1.00
mean_number_auctions_1h
1.00
mean_number_bids_10min
1.00
max_number_bids_10min
0.92
max_number_bids_20min
0.88
median_number_bids_20min
0.88
median_number_bids_30min
0.88
median_number_auctions_1h
0.88
median_number_bids_10min
0.88
max_number_auctions_1h
0.87
max_number_bids_30min
0.86
max_number_bids_per_device
0.77
time_nunique
0.76
number_of_bids
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
357
17.7%
2.0
60
3.0%
0.6666666666666666
36
1.8%
0.5
33
1.6%
0.0
29
1.4%
3.0
25
1.2%
0.3333333333333333
17
0.8%
1.5
16
0.8%
0.2857142857142857
14
0.7%
0.5714285714285714
13
0.6%
1.3333333333333333
13
0.6%
0.6
13
0.6%
1.6666666666666667
13
0.6%
2.3333333333333335
12
0.6%
0.7142857142857143
12
0.6%
SMALLEST VALUES

0.0
29
1.4%
0.046511627906976744
2
<0.1%
0.047619047619047616
1
<0.1%
0.05
3
0.1%
0.05128205128205128
1
<0.1%
0.05263157894736842
2
<0.1%
0.05405405405405406
1
<0.1%
0.05555555555555555
1
<0.1%
0.05714285714285714
4
0.2%
0.058823529411764705
1
<0.1%
0.0625
1
<0.1%
0.075
3
0.1%
0.07692307692307693
2
<0.1%
0.07894736842105263
1
<0.1%
0.08333333333333333
2
<0.1%
LARGEST VALUES

21396.11111111111
1
<0.1%
11705.295454545454
1
<0.1%
9368.777777777777
1
<0.1%
5713.444444444444
1
<0.1%
5373.022727272727
1
<0.1%
5335.333333333333
1
<0.1%
3680.340909090909
1
<0.1%
3340.222222222222
1
<0.1%
3238.4444444444443
1
<0.1%
3041.0
1
<0.1%
2473.3333333333335
1
<0.1%
2332.0
1
<0.1%
2220.8888888888887
1
<0.1%
2202.222222222222
1
<0.1%
1667.2045454545455
1
<0.1%
median_number_bids_30min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_number_bids_20min
1.00
median_number_bids_10min
1.00
median_number_auctions_1h
1.00
mean_number_bids_10min
0.90
mean_number_bids_20min
0.89
mean_number_bids_30min
0.88
mean_number_auctions_1h
0.86
max_number_bids_10min
0.64
max_number_bids_20min
0.56
max_number_auctions_1h
0.54
max_number_bids_30min
0.51
max_number_bids_simultaneous
0.42
number_of_devices
0.41
max_number_bids_per_device
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
814
40.4%
1.0
522
25.9%
2.0
102
5.1%
0.5
58
2.9%
3.0
50
2.5%
1.5
31
1.5%
6.0
24
1.2%
4.0
22
1.1%
8.0
14
0.7%
7.0
14
0.7%
9.0
12
0.6%
2.5
12
0.6%
10.0
11
0.5%
5.0
11
0.5%
13.0
9
0.4%
SMALLEST VALUES

0.0
814
40.4%
0.5
58
2.9%
1.0
522
25.9%
1.5
31
1.5%
2.0
102
5.1%
2.5
12
0.6%
3.0
50
2.5%
3.5
4
0.2%
4.0
22
1.1%
4.5
5
0.2%
5.0
11
0.5%
5.5
3
0.1%
6.0
24
1.2%
6.5
2
<0.1%
7.0
14
0.7%
LARGEST VALUES

19622.0
1
<0.1%
9071.0
1
<0.1%
6124.0
1
<0.1%
5011.0
1
<0.1%
3057.0
1
<0.1%
3041.0
1
<0.1%
2913.0
1
<0.1%
2633.0
1
<0.1%
2415.0
1
<0.1%
2209.0
1
<0.1%
2206.0
1
<0.1%
1708.0
1
<0.1%
1637.0
1
<0.1%
1586.0
1
<0.1%
1316.0
1
<0.1%
max_number_bids_30min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_auctions_1h
1.00
max_number_bids_20min
1.00
number_of_bids
0.98
max_number_bids_10min
0.98
max_number_bids_per_device
0.97
time_nunique
0.96
max_number_bids_per_url
0.93
count_instantaneous_bids
0.92
max_number_bids_per_country
0.92
url_nunique
0.90
max_number_bids_simultaneous
0.90
mean_number_auctions_1h
0.87
mean_number_bids_30min
0.86
mean_number_bids_20min
0.85

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
492
24.4%
2.0
207
10.3%
3.0
154
7.7%
4.0
87
4.3%
5.0
63
3.1%
6.0
51
2.5%
7.0
43
2.1%
12.0
31
1.5%
9.0
30
1.5%
0.0
29
1.4%
10.0
25
1.2%
8.0
25
1.2%
17.0
23
1.1%
14.0
23
1.1%
13.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
492
24.4%
2.0
207
10.3%
3.0
154
7.7%
4.0
87
4.3%
5.0
63
3.1%
6.0
51
2.5%
7.0
43
2.1%
8.0
25
1.2%
9.0
30
1.5%
10.0
25
1.2%
11.0
15
0.7%
12.0
31
1.5%
13.0
20
1.0%
14.0
23
1.1%
LARGEST VALUES

66481.0
1
<0.1%
38794.0
1
<0.1%
28076.0
1
<0.1%
17067.0
1
<0.1%
16443.0
1
<0.1%
10155.0
1
<0.1%
9835.0
1
<0.1%
9241.0
1
<0.1%
7956.0
1
<0.1%
7382.0
1
<0.1%
6723.0
1
<0.1%
6235.0
1
<0.1%
5978.0
1
<0.1%
5407.0
1
<0.1%
5264.0
1
<0.1%
mean_number_bids_20min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_number_bids_30min
1.00
mean_number_auctions_1h
1.00
mean_number_bids_10min
1.00
max_number_bids_10min
0.92
median_number_bids_20min
0.89
median_number_auctions_1h
0.89
median_number_bids_30min
0.89
median_number_bids_10min
0.88
max_number_bids_20min
0.88
max_number_auctions_1h
0.87
max_number_bids_30min
0.85
max_number_bids_per_device
0.76
time_nunique
0.75
number_of_bids
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
353
17.5%
2.0
40
2.0%
0.0
29
1.4%
0.4
26
1.3%
0.5
25
1.2%
0.6666666666666666
24
1.2%
0.3333333333333333
17
0.8%
0.75
16
0.8%
0.6
15
0.7%
3.0
13
0.6%
0.5714285714285714
12
0.6%
0.25
12
0.6%
0.4444444444444444
12
0.6%
1.3333333333333333
12
0.6%
4.0
11
0.5%
SMALLEST VALUES

0.0
29
1.4%
0.03076923076923077
1
<0.1%
0.03125
1
<0.1%
0.031746031746031744
1
<0.1%
0.03333333333333333
1
<0.1%
0.03389830508474576
2
<0.1%
0.034482758620689655
1
<0.1%
0.03508771929824561
1
<0.1%
0.03571428571428571
2
<0.1%
0.037037037037037035
1
<0.1%
0.03773584905660377
1
<0.1%
0.038461538461538464
2
<0.1%
0.0392156862745098
2
<0.1%
0.041666666666666664
1
<0.1%
0.04918032786885246
1
<0.1%
LARGEST VALUES

14812.692307692309
1
<0.1%
7803.530303030303
1
<0.1%
6486.076923076923
1
<0.1%
3955.4615384615386
1
<0.1%
3693.6923076923076
1
<0.1%
3582.0151515151515
1
<0.1%
2453.560606060606
1
<0.1%
2312.4615384615386
1
<0.1%
2242.0
1
<0.1%
1712.3076923076924
1
<0.1%
1614.4615384615386
1
<0.1%
1537.5384615384614
1
<0.1%
1524.6153846153845
1
<0.1%
1520.5
1
<0.1%
1111.469696969697
1
<0.1%
median_number_bids_20min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_number_bids_30min
1.00
median_number_auctions_1h
1.00
median_number_bids_10min
0.99
mean_number_bids_10min
0.90
mean_number_bids_20min
0.89
mean_number_bids_30min
0.88
mean_number_auctions_1h
0.87
max_number_bids_10min
0.64
max_number_bids_20min
0.56
max_number_auctions_1h
0.54
max_number_bids_30min
0.51
max_number_bids_simultaneous
0.42
number_of_devices
0.40
max_number_bids_per_device
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
927
46.1%
1.0
510
25.3%
2.0
72
3.6%
0.5
47
2.3%
3.0
35
1.7%
4.0
27
1.3%
1.5
23
1.1%
6.0
18
0.9%
5.0
17
0.8%
7.0
14
0.7%
2.5
14
0.7%
11.0
9
0.4%
9.0
8
0.4%
16.0
8
0.4%
8.0
7
0.3%
SMALLEST VALUES

0.0
927
46.1%
0.5
47
2.3%
1.0
510
25.3%
1.5
23
1.1%
2.0
72
3.6%
2.5
14
0.7%
3.0
35
1.7%
3.5
7
0.3%
4.0
27
1.3%
4.5
6
0.3%
5.0
17
0.8%
5.5
1
<0.1%
6.0
18
0.9%
6.5
6
0.3%
7.0
14
0.7%
LARGEST VALUES

13390.0
1
<0.1%
5722.0
1
<0.1%
3512.0
1
<0.1%
3375.0
1
<0.1%
2029.0
1
<0.1%
1994.0
1
<0.1%
1784.0
1
<0.1%
1598.0
1
<0.1%
1520.5
1
<0.1%
1363.0
1
<0.1%
1290.0
1
<0.1%
1116.0
1
<0.1%
1108.0
1
<0.1%
1035.0
1
<0.1%
843.0
1
<0.1%
max_number_bids_20min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_30min
1.00
max_number_auctions_1h
1.00
max_number_bids_10min
0.99
number_of_bids
0.96
max_number_bids_per_device
0.96
time_nunique
0.95
max_number_bids_per_url
0.91
count_instantaneous_bids
0.90
max_number_bids_per_country
0.90
url_nunique
0.90
max_number_bids_simultaneous
0.90
mean_number_auctions_1h
0.90
mean_number_bids_30min
0.88
mean_number_bids_20min
0.88

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
528
26.2%
2.0
214
10.6%
3.0
143
7.1%
4.0
102
5.1%
5.0
60
3.0%
6.0
56
2.8%
9.0
33
1.6%
0.0
29
1.4%
8.0
28
1.4%
10.0
27
1.3%
7.0
26
1.3%
12.0
26
1.3%
11.0
26
1.3%
13.0
23
1.1%
17.0
20
1.0%
SMALLEST VALUES

0.0
29
1.4%
1.0
528
26.2%
2.0
214
10.6%
3.0
143
7.1%
4.0
102
5.1%
5.0
60
3.0%
6.0
56
2.8%
7.0
26
1.3%
8.0
28
1.4%
9.0
33
1.6%
10.0
27
1.3%
11.0
26
1.3%
12.0
26
1.3%
13.0
23
1.1%
14.0
12
0.6%
LARGEST VALUES

50039.0
1
<0.1%
34710.0
1
<0.1%
21739.0
1
<0.1%
14422.0
1
<0.1%
11681.0
1
<0.1%
7507.0
1
<0.1%
7217.0
1
<0.1%
6838.0
1
<0.1%
6379.0
1
<0.1%
6209.0
1
<0.1%
5517.0
1
<0.1%
5130.0
1
<0.1%
4571.0
1
<0.1%
3991.0
1
<0.1%
3966.0
1
<0.1%
mean_number_bids_10min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_number_bids_30min
1.00
mean_number_bids_20min
1.00
mean_number_auctions_1h
0.99
max_number_bids_10min
0.90
median_number_bids_30min
0.90
median_number_bids_10min
0.90
median_number_bids_20min
0.90
median_number_auctions_1h
0.89
max_number_bids_20min
0.86
max_number_auctions_1h
0.85
max_number_bids_30min
0.83
max_number_bids_per_device
0.74
time_nunique
0.73
max_number_bids_simultaneous
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
327
16.2%
2.0
30
1.5%
0.0
29
1.4%
0.5
26
1.3%
0.3333333333333333
25
1.2%
0.25
23
1.1%
0.6666666666666666
18
0.9%
0.4
16
0.8%
0.2222222222222222
14
0.7%
3.0
11
0.5%
0.375
11
0.5%
0.2
10
0.5%
0.125
9
0.4%
0.1875
8
0.4%
0.2857142857142857
8
0.4%
SMALLEST VALUES

0.0
29
1.4%
0.015625
1
<0.1%
0.015748031496062992
1
<0.1%
0.016
1
<0.1%
0.01680672268907563
1
<0.1%
0.01694915254237288
1
<0.1%
0.017094017094017096
1
<0.1%
0.017391304347826087
1
<0.1%
0.017543859649122806
1
<0.1%
0.017857142857142856
1
<0.1%
0.018018018018018018
1
<0.1%
0.018867924528301886
1
<0.1%
0.019230769230769232
1
<0.1%
0.019417475728155338
2
<0.1%
0.019801980198019802
1
<0.1%
LARGEST VALUES

8023.541666666667
1
<0.1%
3961.7923076923075
1
<0.1%
3513.2916666666665
1
<0.1%
2142.5416666666665
1
<0.1%
2000.75
1
<0.1%
1818.5615384615385
1
<0.1%
1520.5
1
<0.1%
1252.5833333333333
1
<0.1%
1245.6538461538462
1
<0.1%
1214.4166666666667
1
<0.1%
927.5
1
<0.1%
874.5
1
<0.1%
832.8333333333334
1
<0.1%
825.8333333333334
1
<0.1%
595.5
1
<0.1%
median_number_bids_10min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

median_number_bids_30min
1.00
median_number_bids_20min
0.99
median_number_auctions_1h
0.99
mean_number_bids_10min
0.90
mean_number_bids_20min
0.88
mean_number_bids_30min
0.88
mean_number_auctions_1h
0.86
max_number_bids_10min
0.63
max_number_bids_20min
0.55
max_number_auctions_1h
0.53
max_number_bids_30min
0.51
max_number_bids_simultaneous
0.42
number_of_devices
0.40
max_number_bids_per_device
0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.05
number_of_merchandise
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,129
56.1%
1.0
430
21.4%
2.0
71
3.5%
3.0
40
2.0%
0.5
31
1.5%
4.0
21
1.0%
6.0
15
0.7%
1.5
13
0.6%
7.0
10
0.5%
8.0
10
0.5%
11.0
8
0.4%
5.0
7
0.3%
14.0
6
0.3%
8.5
6
0.3%
6.5
6
0.3%
SMALLEST VALUES

0.0
1,129
56.1%
0.5
31
1.5%
1.0
430
21.4%
1.5
13
0.6%
2.0
71
3.5%
2.5
1
<0.1%
3.0
40
2.0%
3.5
5
0.2%
4.0
21
1.0%
4.5
2
<0.1%
5.0
7
0.3%
5.5
5
0.2%
6.0
15
0.7%
6.5
6
0.3%
7.0
10
0.5%
LARGEST VALUES

6695.0
1
<0.1%
2999.0
1
<0.1%
1987.5
1
<0.1%
1953.0
1
<0.1%
1520.5
1
<0.1%
1124.0
1
<0.1%
1118.0
1
<0.1%
1018.5
1
<0.1%
837.0
1
<0.1%
738.0
1
<0.1%
707.5
1
<0.1%
610.5
1
<0.1%
575.5
1
<0.1%
525.0
1
<0.1%
395.5
1
<0.1%
max_number_bids_10min
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_20min
0.99
max_number_auctions_1h
0.98
max_number_bids_30min
0.98
mean_number_auctions_1h
0.93
max_number_bids_per_device
0.93
number_of_bids
0.93
mean_number_bids_30min
0.92
mean_number_bids_20min
0.92
time_nunique
0.92
mean_number_bids_10min
0.90
max_number_bids_simultaneous
0.89
max_number_bids_per_url
0.87
url_nunique
0.87
max_number_bids_per_country
0.86

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.06
number_of_merchandise
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
561
27.9%
2.0
240
11.9%
3.0
150
7.5%
4.0
94
4.7%
5.0
68
3.4%
6.0
50
2.5%
7.0
50
2.5%
9.0
34
1.7%
8.0
31
1.5%
0.0
29
1.4%
11.0
25
1.2%
17.0
22
1.1%
10.0
22
1.1%
12.0
21
1.0%
14.0
18
0.9%
SMALLEST VALUES

0.0
29
1.4%
1.0
561
27.9%
2.0
240
11.9%
3.0
150
7.5%
4.0
94
4.7%
5.0
68
3.4%
6.0
50
2.5%
7.0
50
2.5%
8.0
31
1.5%
9.0
34
1.7%
10.0
22
1.1%
11.0
25
1.2%
12.0
21
1.0%
13.0
16
0.8%
14.0
18
0.9%
LARGEST VALUES

25572.0
1
<0.1%
23505.0
1
<0.1%
10970.0
1
<0.1%
8228.0
1
<0.1%
6546.0
1
<0.1%
5564.0
1
<0.1%
4287.0
1
<0.1%
4028.0
1
<0.1%
3799.0
1
<0.1%
3795.0
1
<0.1%
3344.0
1
<0.1%
3255.0
1
<0.1%
2703.0
1
<0.1%
2450.0
1
<0.1%
2370.0
1
<0.1%
max_number_bids_simultaneous
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

max_number_bids_per_device
0.91
max_number_bids_20min
0.90
max_number_bids_30min
0.90
max_number_bids_10min
0.89
max_number_auctions_1h
0.89
number_of_bids
0.88
max_number_bids_per_country
0.88
time_nunique
0.88
url_nunique
0.83
max_number_bids_per_url
0.81
count_instantaneous_bids
0.80
max_number_bids_per_ip
0.79
mean_number_auctions_1h
0.75
ip_nunique
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

outcome
0.12
number_of_merchandise
0.12
evening_proportion
0.00
MOST FREQUENT VALUES

1.0
1,009
50.1%
2.0
360
17.9%
3.0
204
10.1%
4.0
103
5.1%
5.0
61
3.0%
6.0
53
2.6%
0.0
29
1.4%
7.0
27
1.3%
8.0
26
1.3%
11.0
17
0.8%
9.0
13
0.6%
10.0
10
0.5%
15.0
10
0.5%
14.0
9
0.4%
12.0
7
0.3%
SMALLEST VALUES

0.0
29
1.4%
1.0
1,009
50.1%
2.0
360
17.9%
3.0
204
10.1%
4.0
103
5.1%
5.0
61
3.0%
6.0
53
2.6%
7.0
27
1.3%
8.0
26
1.3%
9.0
13
0.6%
10.0
10
0.5%
11.0
17
0.8%
12.0
7
0.3%
13.0
6
0.3%
14.0
9
0.4%
LARGEST VALUES

331.0
1
<0.1%
154.0
1
<0.1%
141.0
1
<0.1%
98.0
1
<0.1%
88.0
2
<0.1%
86.0
1
<0.1%
67.0
1
<0.1%
66.0
1
<0.1%
61.0
1
<0.1%
60.0
1
<0.1%
53.0
1
<0.1%
46.0
2
<0.1%
42.0
1
<0.1%
37.0
3
0.1%
34.0
1
<0.1%
mean_time_hour_per_bidder
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

24th_proportion
-0.58
late_night_proportion
-0.58
night_proportion
0.52
22nd_proportion
0.43
afternoon_proportion
0.39
23rd_proportion
0.30
morning_proportion
0.25
mean_time_min_per_bidder
0.22
max_time_diff
0.16
std_time_diff
0.10
mean_time_second_per_bidder
0.07
early_morning_proportion
-0.07
mean_time_diff
0.07
mean_ip_per_auction
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.24
outcome
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
70
3.5%
23.0
55
2.7%
1.0
53
2.6%
7.0
48
2.4%
13.0
43
2.1%
11.0
41
2.0%
12.0
40
2.0%
8.0
37
1.8%
14.0
34
1.7%
2.0
33
1.6%
6.0
28
1.4%
5.0
20
1.0%
11.5
19
0.9%
12.5
18
0.9%
9.0
13
0.6%
SMALLEST VALUES

0.0
70
3.5%
0.1111111111111111
1
<0.1%
0.14285714285714285
1
<0.1%
0.42857142857142855
1
<0.1%
0.5
6
0.3%
0.5540540540540541
1
<0.1%
0.6
1
<0.1%
0.6225296442687747
1
<0.1%
0.6666666666666666
4
0.2%
0.7066666666666667
1
<0.1%
0.75
3
0.1%
0.7785977859778598
1
<0.1%
0.8
1
<0.1%
0.8208191126279863
1
<0.1%
1.0
53
2.6%
LARGEST VALUES

23.0
55
2.7%
22.5
1
<0.1%
22.21590909090909
1
<0.1%
22.016393442622952
1
<0.1%
22.0
5
0.2%
21.27920377160817
1
<0.1%
20.67111111111111
1
<0.1%
19.88142361111111
1
<0.1%
19.876712328767123
1
<0.1%
19.714285714285715
1
<0.1%
19.571428571428573
1
<0.1%
19.166666666666668
2
<0.1%
18.7
1
<0.1%
18.606451612903225
1
<0.1%
18.6
1
<0.1%
mean_time_min_per_bidder
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

23rd_proportion
0.24
mean_time_hour_per_bidder
0.22
early_morning_proportion
0.19
24th_proportion
-0.18
late_night_proportion
-0.18
morning_proportion
0.15
mean_time_second_per_bidder
0.14
max_time_diff
0.11
22nd_proportion
0.09
night_proportion
0.06
max_number_bids_per_ip_per_auct
0.05
max_number_bids_per_device_per_auct
0.05
max_number_bids_per_url_per_auct
0.05
mean_time_per_auction
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.34
outcome
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
35
1.7%
25.0
17
0.8%
29.0
16
0.8%
37.0
14
0.7%
35.0
13
0.6%
32.0
13
0.6%
27.0
13
0.6%
13.0
13
0.6%
21.0
13
0.6%
36.0
13
0.6%
28.0
13
0.6%
24.0
11
0.5%
34.0
11
0.5%
14.0
11
0.5%
31.0
11
0.5%
SMALLEST VALUES

0.0
35
1.7%
1.0
2
<0.1%
1.3333333333333333
1
<0.1%
2.0
4
0.2%
2.3333333333333335
1
<0.1%
2.5
1
<0.1%
3.0
6
0.3%
3.5
1
<0.1%
4.0
7
0.3%
5.0
8
0.4%
5.2
1
<0.1%
5.333333333333333
1
<0.1%
5.75
1
<0.1%
6.0
7
0.3%
6.666666666666667
1
<0.1%
LARGEST VALUES

59.0
8
0.4%
58.333333333333336
1
<0.1%
58.0
6
0.3%
57.131147540983605
1
<0.1%
57.0
11
0.5%
56.666666666666664
1
<0.1%
56.0
6
0.3%
55.9375
1
<0.1%
55.166666666666664
1
<0.1%
55.0
7
0.3%
54.37461300309597
1
<0.1%
54.0
6
0.3%
53.984641638225256
1
<0.1%
53.0
5
0.2%
52.75
1
<0.1%
mean_time_second_per_bidder
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_time_min_per_bidder
0.14
mean_time_hour_per_bidder
0.07
max_time_diff
0.05
std_time_diff
0.05
24th_proportion
0.05
late_night_proportion
0.05
mean_time_diff
0.04
afternoon_proportion
0.04
22nd_proportion
0.04
23rd_proportion
0.04
iqr_time_diff
0.04
early_morning_proportion
0.03
median_time_diff
0.03
mean_devices_per_auction
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.37
outcome
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
33
1.6%
31.0
19
0.9%
35.0
16
0.8%
30.0
16
0.8%
26.0
16
0.8%
34.0
15
0.7%
29.0
15
0.7%
33.0
14
0.7%
48.0
13
0.6%
32.0
12
0.6%
12.0
12
0.6%
56.0
12
0.6%
25.0
12
0.6%
1.0
12
0.6%
36.0
11
0.5%
SMALLEST VALUES

0.0
33
1.6%
1.0
12
0.6%
2.0
8
0.4%
3.0
5
0.2%
3.5
1
<0.1%
4.0
6
0.3%
5.0
4
0.2%
6.0
3
0.1%
6.333333333333333
1
<0.1%
6.5
2
<0.1%
7.0
5
0.2%
7.5
1
<0.1%
7.714285714285714
1
<0.1%
8.0
3
0.1%
8.5
1
<0.1%
LARGEST VALUES

59.0
6
0.3%
58.5
1
<0.1%
58.0
5
0.2%
57.0
4
0.2%
56.5
1
<0.1%
56.0
12
0.6%
55.0
3
0.1%
54.5
1
<0.1%
54.0
5
0.2%
53.5
1
<0.1%
53.0
10
0.5%
52.5
1
<0.1%
52.0
6
0.3%
51.8
1
<0.1%
51.4
1
<0.1%
22nd_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

afternoon_proportion
0.81
morning_proportion
0.70
24th_proportion
-0.62
late_night_proportion
-0.62
night_proportion
-0.46
max_time_diff
0.45
mean_time_hour_per_bidder
0.43
23rd_proportion
-0.34
std_time_diff
0.28
mean_time_diff
0.17
iqr_time_diff
0.14
mean_time_min_per_bidder
0.09
median_time_diff
0.09
median_number_bids_10min
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.10
outcome
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,081
53.7%
1.0
211
10.5%
0.5
46
2.3%
0.6666666666666666
24
1.2%
0.3333333333333333
18
0.9%
0.6
17
0.8%
0.75
16
0.8%
0.25
14
0.7%
0.4
13
0.6%
0.7142857142857143
8
0.4%
0.5714285714285714
8
0.4%
0.16666666666666666
7
0.3%
0.8
6
0.3%
0.625
4
0.2%
0.6363636363636364
4
0.2%
SMALLEST VALUES

0.0
1,081
53.7%
0.006060606060606061
1
<0.1%
0.01782042494859493
1
<0.1%
0.02092050209205021
1
<0.1%
0.02564102564102564
1
<0.1%
0.04912280701754386
1
<0.1%
0.05
1
<0.1%
0.05517241379310345
1
<0.1%
0.06060606060606061
1
<0.1%
0.07142857142857142
2
<0.1%
0.07407407407407407
1
<0.1%
0.07692307692307693
1
<0.1%
0.07766990291262135
1
<0.1%
0.08108108108108109
1
<0.1%
0.08288770053475936
1
<0.1%
LARGEST VALUES

1.0
211
10.5%
0.9994295493439818
1
<0.1%
0.9952
1
<0.1%
0.9947089947089947
1
<0.1%
0.9929078014184397
1
<0.1%
0.9907834101382489
1
<0.1%
0.988399071925754
1
<0.1%
0.979746835443038
1
<0.1%
0.9767441860465116
1
<0.1%
0.972819216182048
1
<0.1%
0.9559471365638766
1
<0.1%
0.9555555555555556
1
<0.1%
0.9535783365570599
1
<0.1%
0.9444444444444444
1
<0.1%
0.9411764705882353
1
<0.1%
23rd_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

early_morning_proportion
0.76
24th_proportion
-0.47
late_night_proportion
-0.47
22nd_proportion
-0.34
mean_time_hour_per_bidder
0.30
afternoon_proportion
-0.28
night_proportion
0.24
mean_time_min_per_bidder
0.24
morning_proportion
-0.23
max_time_diff
0.22
std_time_diff
0.11
mean_time_diff
0.06
max_number_auction_per_country
0.04
median_number_bids_10min
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.15
outcome
0.03
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
417
20.7%
1.0
244
12.1%
0.5
91
4.5%
0.3333333333333333
56
2.8%
0.25
36
1.8%
0.6666666666666666
33
1.6%
0.4
33
1.6%
0.75
17
0.8%
0.42857142857142855
16
0.8%
0.6
15
0.7%
0.2857142857142857
14
0.7%
0.125
14
0.7%
0.2
12
0.6%
0.3
10
0.5%
0.8333333333333334
9
0.4%
SMALLEST VALUES

0.0
417
20.7%
0.0005704506560182544
1
<0.1%
0.0007578628268283441
1
<0.1%
0.0048
1
<0.1%
0.005291005291005291
1
<0.1%
0.0070921985815602835
1
<0.1%
0.009216589861751152
1
<0.1%
0.01160092807424594
1
<0.1%
0.013993541442411194
1
<0.1%
0.014084507042253521
1
<0.1%
0.020253164556962026
1
<0.1%
0.023255813953488372
1
<0.1%
0.02631578947368421
1
<0.1%
0.02718078381795196
1
<0.1%
0.04
1
<0.1%
LARGEST VALUES

1.0
244
12.1%
0.9939393939393939
1
<0.1%
0.9821795750514051
1
<0.1%
0.9790794979079498
1
<0.1%
0.9743589743589743
1
<0.1%
0.9659090909090909
1
<0.1%
0.9508771929824561
1
<0.1%
0.95
1
<0.1%
0.9448275862068966
1
<0.1%
0.9393939393939394
1
<0.1%
0.9335613092330239
1
<0.1%
0.9285714285714286
2
<0.1%
0.9259259259259259
1
<0.1%
0.9230769230769231
1
<0.1%
0.9223300970873787
1
<0.1%
24th_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

late_night_proportion
1.00
22nd_proportion
-0.62
early_morning_proportion
-0.60
mean_time_hour_per_bidder
-0.58
max_time_diff
-0.57
afternoon_proportion
-0.50
23rd_proportion
-0.47
morning_proportion
-0.44
std_time_diff
-0.33
night_proportion
0.25
mean_time_diff
-0.19
mean_time_min_per_bidder
-0.18
iqr_time_diff
-0.15
median_number_bids_10min
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.10
outcome
0.05
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,205
59.9%
1.0
177
8.8%
0.5
45
2.2%
0.6666666666666666
32
1.6%
0.75
20
1.0%
0.6
16
0.8%
0.3333333333333333
15
0.7%
0.875
10
0.5%
0.5714285714285714
8
0.4%
0.8571428571428571
8
0.4%
0.7
7
0.3%
0.8
6
0.3%
0.6153846153846154
6
0.3%
0.7142857142857143
6
0.3%
0.9
6
0.3%
SMALLEST VALUES

0.0
1,205
59.9%
0.03409090909090909
1
<0.1%
0.06643869076697606
1
<0.1%
0.10619469026548672
1
<0.1%
0.13195601466177942
1
<0.1%
0.136986301369863
1
<0.1%
0.14285714285714285
2
<0.1%
0.16666666666666666
2
<0.1%
0.1870967741935484
1
<0.1%
0.2
2
<0.1%
0.2222222222222222
1
<0.1%
0.25
3
0.1%
0.2777777777777778
1
<0.1%
0.3076923076923077
1
<0.1%
0.3125
1
<0.1%
LARGEST VALUES

1.0
177
8.8%
0.9992421371731717
1
<0.1%
0.9860064585575888
1
<0.1%
0.9859154929577465
1
<0.1%
0.9736842105263158
1
<0.1%
0.96
1
<0.1%
0.9446192573945877
1
<0.1%
0.9411764705882353
1
<0.1%
0.9375
1
<0.1%
0.9361483007209063
1
<0.1%
0.9333333333333333
1
<0.1%
0.9310344827586207
1
<0.1%
0.9285714285714286
3
0.1%
0.9266666666666666
1
<0.1%
0.9230769230769231
1
<0.1%
late_night_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

24th_proportion
1.00
22nd_proportion
-0.62
early_morning_proportion
-0.60
mean_time_hour_per_bidder
-0.58
max_time_diff
-0.57
afternoon_proportion
-0.50
23rd_proportion
-0.47
morning_proportion
-0.44
std_time_diff
-0.33
night_proportion
0.25
mean_time_diff
-0.19
mean_time_min_per_bidder
-0.18
iqr_time_diff
-0.15
median_number_bids_10min
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.10
outcome
0.05
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,205
59.9%
1.0
177
8.8%
0.5
45
2.2%
0.6666666666666666
32
1.6%
0.75
20
1.0%
0.6
16
0.8%
0.3333333333333333
15
0.7%
0.875
10
0.5%
0.5714285714285714
8
0.4%
0.8571428571428571
8
0.4%
0.7
7
0.3%
0.8
6
0.3%
0.6153846153846154
6
0.3%
0.7142857142857143
6
0.3%
0.9
6
0.3%
SMALLEST VALUES

0.0
1,205
59.9%
0.03409090909090909
1
<0.1%
0.06643869076697606
1
<0.1%
0.10619469026548672
1
<0.1%
0.13195601466177942
1
<0.1%
0.136986301369863
1
<0.1%
0.14285714285714285
2
<0.1%
0.16666666666666666
2
<0.1%
0.1870967741935484
1
<0.1%
0.2
2
<0.1%
0.2222222222222222
1
<0.1%
0.25
3
0.1%
0.2777777777777778
1
<0.1%
0.3076923076923077
1
<0.1%
0.3125
1
<0.1%
LARGEST VALUES

1.0
177
8.8%
0.9992421371731717
1
<0.1%
0.9860064585575888
1
<0.1%
0.9859154929577465
1
<0.1%
0.9736842105263158
1
<0.1%
0.96
1
<0.1%
0.9446192573945877
1
<0.1%
0.9411764705882353
1
<0.1%
0.9375
1
<0.1%
0.9361483007209063
1
<0.1%
0.9333333333333333
1
<0.1%
0.9310344827586207
1
<0.1%
0.9285714285714286
3
0.1%
0.9266666666666666
1
<0.1%
0.9230769230769231
1
<0.1%
early_morning_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

23rd_proportion
0.76
24th_proportion
-0.60
late_night_proportion
-0.60
max_time_diff
0.49
night_proportion
-0.45
std_time_diff
0.26
mean_time_min_per_bidder
0.19
mean_time_diff
0.14
iqr_time_diff
0.11
max_number_auction_per_country
0.09
median_time_diff
0.07
median_number_bids_10min
-0.07
mean_time_hour_per_bidder
-0.07
median_number_bids_30min
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.09
outcome
0.02
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,112
55.2%
1.0
177
8.8%
0.5
45
2.2%
0.3333333333333333
24
1.2%
0.6666666666666666
18
0.9%
0.4
17
0.8%
0.25
16
0.8%
0.75
14
0.7%
0.6
13
0.6%
0.42857142857142855
9
0.4%
0.2857142857142857
8
0.4%
0.8333333333333334
7
0.3%
0.2
6
0.3%
0.125
4
0.2%
0.36363636363636365
4
0.2%
SMALLEST VALUES

0.0
1,112
55.2%
0.0005704506560182544
1
<0.1%
0.0048
1
<0.1%
0.005291005291005291
1
<0.1%
0.0070921985815602835
1
<0.1%
0.009216589861751152
1
<0.1%
0.01160092807424594
1
<0.1%
0.020253164556962026
1
<0.1%
0.023255813953488372
1
<0.1%
0.02718078381795196
1
<0.1%
0.0434235368156073
1
<0.1%
0.044444444444444446
1
<0.1%
0.04642166344294004
1
<0.1%
0.05555555555555555
1
<0.1%
0.058823529411764705
1
<0.1%
LARGEST VALUES

1.0
177
8.8%
0.9985855728429985
1
<0.1%
0.9981078524124882
1
<0.1%
0.9939393939393939
1
<0.1%
0.9821795750514051
1
<0.1%
0.9790794979079498
1
<0.1%
0.9743589743589743
1
<0.1%
0.9705882352941176
1
<0.1%
0.9508771929824561
1
<0.1%
0.95
1
<0.1%
0.9448275862068966
1
<0.1%
0.9393939393939394
1
<0.1%
0.9285714285714286
2
<0.1%
0.9259259259259259
1
<0.1%
0.9230769230769231
1
<0.1%
morning_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

22nd_proportion
0.70
24th_proportion
-0.44
late_night_proportion
-0.44
max_time_diff
0.34
night_proportion
-0.33
mean_time_hour_per_bidder
0.25
23rd_proportion
-0.23
std_time_diff
0.22
mean_time_diff
0.18
afternoon_proportion
0.16
mean_time_min_per_bidder
0.15
median_time_diff
0.11
min_time_diff
0.10
iqr_time_diff
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.07
outcome
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,225
60.9%
1.0
54
2.7%
0.5
48
2.4%
0.25
26
1.3%
0.3333333333333333
25
1.2%
0.2
19
0.9%
0.16666666666666666
13
0.6%
0.4
12
0.6%
0.1111111111111111
11
0.5%
0.14285714285714285
10
0.5%
0.375
8
0.4%
0.125
8
0.4%
0.2222222222222222
7
0.3%
0.2857142857142857
7
0.3%
0.26666666666666666
5
0.2%
SMALLEST VALUES

0.0
1,225
60.9%
0.0014144271570014145
1
<0.1%
0.001892147587511826
1
<0.1%
0.002338269680436477
1
<0.1%
0.003316749585406302
1
<0.1%
0.004739336492890996
1
<0.1%
0.005714285714285714
1
<0.1%
0.007042253521126761
1
<0.1%
0.007462686567164179
1
<0.1%
0.013227513227513227
1
<0.1%
0.01439342015078821
1
<0.1%
0.014760147601476014
1
<0.1%
0.019230769230769232
1
<0.1%
0.024390243902439025
1
<0.1%
0.027777777777777776
1
<0.1%
LARGEST VALUES

1.0
54
2.7%
0.9473684210526315
1
<0.1%
0.9260115606936417
1
<0.1%
0.875
1
<0.1%
0.8666666666666667
1
<0.1%
0.8571428571428571
1
<0.1%
0.8333333333333334
2
<0.1%
0.8095238095238095
1
<0.1%
0.8
3
0.1%
0.75
4
0.2%
0.7403314917127072
1
<0.1%
0.7272727272727273
1
<0.1%
0.6875
1
<0.1%
0.6666666666666666
3
0.1%
0.644
1
<0.1%
afternoon_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

22nd_proportion
0.81
24th_proportion
-0.50
late_night_proportion
-0.50
mean_time_hour_per_bidder
0.39
night_proportion
-0.37
max_time_diff
0.34
23rd_proportion
-0.28
std_time_diff
0.21
morning_proportion
0.16
iqr_time_diff
0.11
mean_time_diff
0.09
median_number_bids_10min
-0.06
median_number_bids_30min
-0.06
median_number_bids_20min
-0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.08
outcome
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,175
58.4%
1.0
81
4.0%
0.5
45
2.2%
0.3333333333333333
29
1.4%
0.25
22
1.1%
0.2
20
1.0%
0.4
14
0.7%
0.16666666666666666
11
0.5%
0.6666666666666666
10
0.5%
0.125
8
0.4%
0.3
7
0.3%
0.75
7
0.3%
0.6
7
0.3%
0.42857142857142855
7
0.3%
0.14285714285714285
6
0.3%
SMALLEST VALUES

0.0
1,175
58.4%
0.001943634596695821
1
<0.1%
0.003427004797806717
1
<0.1%
0.006060606060606061
1
<0.1%
0.013793103448275862
1
<0.1%
0.016666666666666666
1
<0.1%
0.01871657754010695
1
<0.1%
0.02092050209205021
1
<0.1%
0.021052631578947368
1
<0.1%
0.02564102564102564
1
<0.1%
0.041666666666666664
1
<0.1%
0.04411764705882353
1
<0.1%
0.045454545454545456
1
<0.1%
0.04878048780487805
1
<0.1%
0.05128205128205128
1
<0.1%
LARGEST VALUES

1.0
81
4.0%
0.9814814814814815
1
<0.1%
0.927710843373494
1
<0.1%
0.9166666666666666
1
<0.1%
0.9063291139240506
1
<0.1%
0.8888888888888888
1
<0.1%
0.8571428571428571
1
<0.1%
0.8387096774193549
1
<0.1%
0.8235294117647058
1
<0.1%
0.8021806853582555
1
<0.1%
0.8
2
<0.1%
0.7929515418502202
1
<0.1%
0.788235294117647
1
<0.1%
0.7777777777777778
2
<0.1%
0.7774144869215291
1
<0.1%
evening_proportion
MISSING:
---
TOP CATEGORIES

0.0
2,013
100%
ALL
2,013
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
evening_proportion
PROVIDES INFORMATION ON...

outcome
0.00
number_of_merchandise
-0.00

THESE FEATURES
GIVE INFORMATION
ON evening_proportion:

outcome
1.00
number_of_merchandise
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
evening_proportion
CORRELATION RATIO WITH...

number_of_bids
0.00
number_of_auctions
0.00
number_of_devices
0.00
time_nunique
0.00
country_nunique
0.00
ip_nunique
0.00
url_nunique
0.00
mean_devices_per_auction
0.00
max_devices_per_auction
0.00
mean_ip_per_auction
0.00
max_ip_per_auction
0.00
mean_url_per_auction
0.00
max_url_per_auction
0.00
mean_time_per_auction
0.00
night_proportion
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mean_time_hour_per_bidder
0.52
22nd_proportion
-0.46
early_morning_proportion
-0.45
max_time_diff
-0.42
afternoon_proportion
-0.37
morning_proportion
-0.33
24th_proportion
0.25
late_night_proportion
0.25
std_time_diff
-0.24
23rd_proportion
0.24
mean_time_diff
-0.13
iqr_time_diff
-0.11
max_number_auction_per_country
-0.07
mean_ip_per_auction
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

number_of_merchandise
0.07
outcome
0.01
evening_proportion
0.00
MOST FREQUENT VALUES

0.0
1,320
65.6%
1.0
62
3.1%
0.5
45
2.2%
0.3333333333333333
32
1.6%
0.25
20
1.0%
0.4
16
0.8%
0.6666666666666666
15
0.7%
0.125
10
0.5%
0.42857142857142855
8
0.4%
0.14285714285714285
8
0.4%
0.3
7
0.3%
0.2
6
0.3%
0.38461538461538464
6
0.3%
0.2857142857142857
6
0.3%
0.1
6
0.3%
SMALLEST VALUES

0.0
1,320
65.6%
0.0007578628268283441
1
<0.1%
0.013993541442411194
1
<0.1%
0.014084507042253521
1
<0.1%
0.02631578947368421
1
<0.1%
0.04
1
<0.1%
0.05538074260541221
1
<0.1%
0.058823529411764705
1
<0.1%
0.0625
1
<0.1%
0.06385169927909372
1
<0.1%
0.06666666666666667
1
<0.1%
0.06896551724137931
1
<0.1%
0.07142857142857142
3
0.1%
0.07333333333333333
1
<0.1%
0.07692307692307693
1
<0.1%
LARGEST VALUES

1.0
62
3.1%
0.9659090909090909
1
<0.1%
0.9335613092330239
1
<0.1%
0.8938053097345132
1
<0.1%
0.8680439853382206
1
<0.1%
0.863013698630137
1
<0.1%
0.8571428571428571
2
<0.1%
0.8333333333333334
2
<0.1%
0.8129032258064516
1
<0.1%
0.8
2
<0.1%
0.7777777777777778
1
<0.1%
0.75
3
0.1%
0.7222222222222222
1
<0.1%
0.6923076923076923
1
<0.1%
0.6875
1
<0.1%